Dataset statistics
| Number of variables | 74 |
|---|---|
| Number of observations | 1439 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 MiB |
| Average record size in memory | 2.7 KiB |
Variable types
| Numeric | 25 |
|---|---|
| Categorical | 48 |
| Boolean | 1 |
PoolArea has constant value "0.0" | Constant |
1stFlrSF is highly overall correlated with SalePrice and 1 other fields | High correlation |
2ndFlrSF is highly overall correlated with BedroomAbvGr and 2 other fields | High correlation |
BedroomAbvGr is highly overall correlated with 2ndFlrSF and 2 other fields | High correlation |
BldgType is highly overall correlated with MSSubClass | High correlation |
BsmtCond is highly overall correlated with BsmtFinType1 and 1 other fields | High correlation |
BsmtExposure is highly overall correlated with BsmtFinType1 and 1 other fields | High correlation |
BsmtFinSF1 is highly overall correlated with BsmtFullBath and 1 other fields | High correlation |
BsmtFinType1 is highly overall correlated with BsmtCond and 2 other fields | High correlation |
BsmtFinType2 is highly overall correlated with BsmtQual | High correlation |
BsmtFullBath is highly overall correlated with BsmtFinSF1 | High correlation |
BsmtQual is highly overall correlated with BsmtCond and 5 other fields | High correlation |
BsmtUnfSF is highly overall correlated with BsmtFinSF1 | High correlation |
ExterQual is highly overall correlated with KitchenQual and 1 other fields | High correlation |
Exterior1st is highly overall correlated with Exterior2nd | High correlation |
Exterior2nd is highly overall correlated with Exterior1st | High correlation |
FireplaceQu is highly overall correlated with Fireplaces | High correlation |
Fireplaces is highly overall correlated with FireplaceQu | High correlation |
Foundation is highly overall correlated with BsmtQual and 1 other fields | High correlation |
GarageArea is highly overall correlated with GarageCars and 4 other fields | High correlation |
GarageCars is highly overall correlated with GarageArea and 4 other fields | High correlation |
GarageCond is highly overall correlated with GarageCars and 2 other fields | High correlation |
GarageFinish is highly overall correlated with GarageArea and 4 other fields | High correlation |
GarageQual is highly overall correlated with GarageCars and 2 other fields | High correlation |
GarageType is highly overall correlated with GarageCars and 1 other fields | High correlation |
GarageYrBlt_Age is highly overall correlated with GarageArea and 3 other fields | High correlation |
GrLivArea is highly overall correlated with 2ndFlrSF and 3 other fields | High correlation |
HalfBath is highly overall correlated with MSSubClass | High correlation |
HouseStyle is highly overall correlated with MSSubClass | High correlation |
KitchenQual is highly overall correlated with ExterQual and 1 other fields | High correlation |
LotArea is highly overall correlated with LotFrontage | High correlation |
LotFrontage is highly overall correlated with LotArea | High correlation |
MSSubClass is highly overall correlated with BldgType and 2 other fields | High correlation |
MSZoning is highly overall correlated with Neighborhood | High correlation |
Neighborhood is highly overall correlated with MSZoning | High correlation |
OverallQual is highly overall correlated with ExterQual and 1 other fields | High correlation |
SalePrice is highly overall correlated with 1stFlrSF and 7 other fields | High correlation |
TotRmsAbvGrd is highly overall correlated with 2ndFlrSF and 3 other fields | High correlation |
TotalBsmtSF is highly overall correlated with 1stFlrSF and 2 other fields | High correlation |
YearBuilt_Age is highly overall correlated with Foundation and 4 other fields | High correlation |
YearRemodAdd_Age is highly overall correlated with GarageYrBlt_Age and 2 other fields | High correlation |
BsmtHalfBath is highly imbalanced (79.9%) | Imbalance |
KitchenAbvGr is highly imbalanced (85.9%) | Imbalance |
MSZoning is highly imbalanced (56.6%) | Imbalance |
LandContour is highly imbalanced (69.0%) | Imbalance |
LandSlope is highly imbalanced (80.0%) | Imbalance |
Condition1 is highly imbalanced (72.0%) | Imbalance |
Condition2 is highly imbalanced (96.4%) | Imbalance |
BldgType is highly imbalanced (59.6%) | Imbalance |
RoofStyle is highly imbalanced (65.8%) | Imbalance |
RoofMatl is highly imbalanced (94.6%) | Imbalance |
ExterCond is highly imbalanced (73.1%) | Imbalance |
BsmtCond is highly imbalanced (72.5%) | Imbalance |
BsmtFinType2 is highly imbalanced (67.6%) | Imbalance |
Heating is highly imbalanced (92.7%) | Imbalance |
CentralAir is highly imbalanced (65.2%) | Imbalance |
Electrical is highly imbalanced (79.9%) | Imbalance |
Functional is highly imbalanced (82.0%) | Imbalance |
GarageQual is highly imbalanced (75.6%) | Imbalance |
GarageCond is highly imbalanced (77.7%) | Imbalance |
PavedDrive is highly imbalanced (70.0%) | Imbalance |
SaleType is highly imbalanced (75.1%) | Imbalance |
SaleCondition is highly imbalanced (62.8%) | Imbalance |
MasVnrArea has 848 (58.9%) zeros | Zeros |
BsmtFinSF1 has 463 (32.2%) zeros | Zeros |
BsmtFinSF2 has 1279 (88.9%) zeros | Zeros |
BsmtUnfSF has 115 (8.0%) zeros | Zeros |
TotalBsmtSF has 36 (2.5%) zeros | Zeros |
2ndFlrSF has 819 (56.9%) zeros | Zeros |
LowQualFinSF has 1414 (98.3%) zeros | Zeros |
GarageArea has 79 (5.5%) zeros | Zeros |
WoodDeckSF has 751 (52.2%) zeros | Zeros |
OpenPorchSF has 646 (44.9%) zeros | Zeros |
EnclosedPorch has 1233 (85.7%) zeros | Zeros |
3SsnPorch has 1416 (98.4%) zeros | Zeros |
ScreenPorch has 1325 (92.1%) zeros | Zeros |
MiscVal has 1397 (97.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-29 10:42:39.634924 |
|---|---|
| Analysis finished | 2024-09-29 10:46:15.082622 |
| Duration | 3 minutes and 35.45 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
LotFrontage
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 108 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.498672 |
| Minimum | 21 |
|---|---|
| Maximum | 182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 60 |
| median | 70.049958 |
| Q3 | 79 |
| 95-th percentile | 103 |
| Maximum | 182 |
| Range | 161 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 19.780523 |
|---|---|
| Coefficient of variation (CV) | 0.28461728 |
| Kurtosis | 3.0129017 |
| Mean | 69.498672 |
| Median Absolute Deviation (MAD) | 10.049958 |
| Skewness | 0.62861717 |
| Sum | 100008.59 |
| Variance | 391.2691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70.04995837 | 252 | 17.5% |
| 60 | 141 | 9.8% |
| 70 | 69 | 4.8% |
| 80 | 68 | 4.7% |
| 50 | 57 | 4.0% |
| 75 | 52 | 3.6% |
| 65 | 44 | 3.1% |
| 85 | 40 | 2.8% |
| 78 | 24 | 1.7% |
| 21 | 23 | 1.6% |
| Other values (98) | 669 |
| Value | Count | Frequency (%) |
| 21 | 23 | |
| 24 | 19 | |
| 30 | 6 | 0.4% |
| 32 | 5 | 0.3% |
| 33 | 1 | 0.1% |
| 34 | 10 | |
| 35 | 9 | 0.6% |
| 36 | 6 | 0.4% |
| 37 | 5 | 0.3% |
| 38 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 182 | 1 | |
| 174 | 1 | |
| 168 | 1 | |
| 153 | 1 | |
| 152 | 1 | |
| 149 | 1 | |
| 144 | 1 | |
| 141 | 1 | |
| 140 | 1 | |
| 138 | 1 |
LotArea
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1055 |
|---|---|
| Distinct (%) | 73.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10012.879 |
| Minimum | 1300 |
|---|---|
| Maximum | 70761 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 1300 |
|---|---|
| 5-th percentile | 3230 |
| Q1 | 7500 |
| median | 9430 |
| Q3 | 11500 |
| 95-th percentile | 16740.3 |
| Maximum | 70761 |
| Range | 69461 |
| Interquartile range (IQR) | 4000 |
Descriptive statistics
| Standard deviation | 5447.9458 |
|---|---|
| Coefficient of variation (CV) | 0.54409384 |
| Kurtosis | 29.290596 |
| Mean | 10012.879 |
| Median Absolute Deviation (MAD) | 1992 |
| Skewness | 3.9923722 |
| Sum | 14408533 |
| Variance | 29680114 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7200 | 25 | 1.7% |
| 9600 | 24 | 1.7% |
| 6000 | 17 | 1.2% |
| 9000 | 14 | 1.0% |
| 8400 | 14 | 1.0% |
| 10800 | 13 | 0.9% |
| 1680 | 10 | 0.7% |
| 7500 | 9 | 0.6% |
| 6240 | 8 | 0.6% |
| 6120 | 8 | 0.6% |
| Other values (1045) | 1297 |
| Value | Count | Frequency (%) |
| 1300 | 1 | 0.1% |
| 1477 | 1 | 0.1% |
| 1491 | 1 | 0.1% |
| 1526 | 1 | 0.1% |
| 1533 | 2 | 0.1% |
| 1596 | 1 | 0.1% |
| 1680 | 10 | |
| 1869 | 1 | 0.1% |
| 1890 | 2 | 0.1% |
| 1920 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 70761 | 1 | |
| 57200 | 1 | |
| 53504 | 1 | |
| 53227 | 1 | |
| 53107 | 1 | |
| 50271 | 1 | |
| 46589 | 1 | |
| 45600 | 1 | |
| 40094 | 1 | |
| 39104 | 1 |
MasVnrArea
Real number (ℝ)
ZEROS 
| Distinct | 326 |
|---|---|
| Distinct (%) | 22.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.49443 |
| Minimum | 0 |
|---|---|
| Maximum | 1600 |
| Zeros | 848 |
| Zeros (%) | 58.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 164.5 |
| 95-th percentile | 451.1 |
| Maximum | 1600 |
| Range | 1600 |
| Interquartile range (IQR) | 164.5 |
Descriptive statistics
| Standard deviation | 180.00937 |
|---|---|
| Coefficient of variation (CV) | 1.7393146 |
| Kurtosis | 10.343716 |
| Mean | 103.49443 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6922506 |
| Sum | 148928.48 |
| Variance | 32403.373 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 72 | 8 | 0.6% |
| 103.6852617 | 8 | 0.6% |
| 180 | 8 | 0.6% |
| 108 | 8 | 0.6% |
| 120 | 7 | 0.5% |
| 16 | 7 | 0.5% |
| 200 | 6 | 0.4% |
| 80 | 6 | 0.4% |
| 106 | 6 | 0.4% |
| Other values (316) | 527 |
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 16 | 7 | 0.5% |
| 18 | 2 | 0.1% |
| 22 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1600 | 1 | |
| 1378 | 1 | |
| 1170 | 1 | |
| 1129 | 1 | |
| 1115 | 1 | |
| 1047 | 1 | |
| 1031 | 1 | |
| 975 | 1 | |
| 922 | 1 | |
| 921 | 1 |
BsmtFinSF1
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 631 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 436.17651 |
| Minimum | 0 |
|---|---|
| Maximum | 2260 |
| Zeros | 463 |
| Zeros (%) | 32.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 378 |
| Q3 | 706 |
| 95-th percentile | 1261.9 |
| Maximum | 2260 |
| Range | 2260 |
| Interquartile range (IQR) | 706 |
Descriptive statistics
| Standard deviation | 432.44249 |
|---|---|
| Coefficient of variation (CV) | 0.99143919 |
| Kurtosis | -0.022335285 |
| Mean | 436.17651 |
| Median Absolute Deviation (MAD) | 378 |
| Skewness | 0.78587286 |
| Sum | 627658 |
| Variance | 187006.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 463 | |
| 24 | 12 | 0.8% |
| 16 | 9 | 0.6% |
| 936 | 5 | 0.3% |
| 662 | 5 | 0.3% |
| 686 | 5 | 0.3% |
| 616 | 5 | 0.3% |
| 20 | 5 | 0.3% |
| 400 | 4 | 0.3% |
| 442 | 4 | 0.3% |
| Other values (621) | 922 |
| Value | Count | Frequency (%) |
| 0 | 463 | |
| 2 | 1 | 0.1% |
| 16 | 9 | 0.6% |
| 20 | 5 | 0.3% |
| 24 | 12 | 0.8% |
| 25 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 3 | 0.2% |
| 33 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2260 | 1 | |
| 2188 | 1 | |
| 1904 | 1 | |
| 1880 | 1 | |
| 1810 | 1 | |
| 1767 | 1 | |
| 1721 | 1 | |
| 1696 | 1 | |
| 1646 | 1 | |
| 1636 | 1 |
BsmtFinSF2
Real number (ℝ)
ZEROS 
| Distinct | 140 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.569145 |
| Minimum | 0 |
|---|---|
| Maximum | 1474 |
| Zeros | 1279 |
| Zeros (%) | 88.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 391.5 |
| Maximum | 1474 |
| Range | 1474 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 160.35739 |
|---|---|
| Coefficient of variation (CV) | 3.5189905 |
| Kurtosis | 20.699971 |
| Mean | 45.569145 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3155232 |
| Sum | 65574 |
| Variance | 25714.492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1279 | |
| 180 | 4 | 0.3% |
| 374 | 3 | 0.2% |
| 290 | 2 | 0.1% |
| 64 | 2 | 0.1% |
| 117 | 2 | 0.1% |
| 468 | 2 | 0.1% |
| 182 | 2 | 0.1% |
| 480 | 2 | 0.1% |
| 551 | 2 | 0.1% |
| Other values (130) | 139 | 9.7% |
| Value | Count | Frequency (%) |
| 0 | 1279 | |
| 28 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| 41 | 2 | 0.1% |
| 64 | 2 | 0.1% |
| 68 | 1 | 0.1% |
| 80 | 1 | 0.1% |
| 81 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1474 | 1 | |
| 1127 | 1 | |
| 1120 | 1 | |
| 1085 | 1 | |
| 1080 | 1 | |
| 1063 | 1 | |
| 1061 | 1 | |
| 1057 | 1 | |
| 1031 | 1 | |
| 1029 | 1 |
BsmtUnfSF
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 777 |
|---|---|
| Distinct (%) | 54.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 569.74357 |
| Minimum | 0 |
|---|---|
| Maximum | 2336 |
| Zeros | 115 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 226 |
| median | 482 |
| Q3 | 811 |
| 95-th percentile | 1468.2 |
| Maximum | 2336 |
| Range | 2336 |
| Interquartile range (IQR) | 585 |
Descriptive statistics
| Standard deviation | 442.53922 |
|---|---|
| Coefficient of variation (CV) | 0.77673403 |
| Kurtosis | 0.46349659 |
| Mean | 569.74357 |
| Median Absolute Deviation (MAD) | 290 |
| Skewness | 0.91607135 |
| Sum | 819861 |
| Variance | 195840.96 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 115 | 8.0% |
| 728 | 9 | 0.6% |
| 384 | 8 | 0.6% |
| 600 | 7 | 0.5% |
| 572 | 7 | 0.5% |
| 280 | 6 | 0.4% |
| 625 | 6 | 0.4% |
| 440 | 6 | 0.4% |
| 270 | 6 | 0.4% |
| 300 | 6 | 0.4% |
| Other values (767) | 1263 |
| Value | Count | Frequency (%) |
| 0 | 115 | |
| 14 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 23 | 2 | 0.1% |
| 26 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 32 | 2 | 0.1% |
| 35 | 1 | 0.1% |
| 36 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 2336 | 1 | |
| 2153 | 1 | |
| 2121 | 1 | |
| 2046 | 1 | |
| 2042 | 1 | |
| 2002 | 1 | |
| 1969 | 1 | |
| 1935 | 1 | |
| 1926 | 1 | |
| 1907 | 1 |
TotalBsmtSF
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 713 |
|---|---|
| Distinct (%) | 49.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1051.4892 |
| Minimum | 0 |
|---|---|
| Maximum | 3206 |
| Zeros | 36 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 518.6 |
| Q1 | 795 |
| median | 990 |
| Q3 | 1287 |
| 95-th percentile | 1746.6 |
| Maximum | 3206 |
| Range | 3206 |
| Interquartile range (IQR) | 492 |
Descriptive statistics
| Standard deviation | 416.30001 |
|---|---|
| Coefficient of variation (CV) | 0.39591467 |
| Kurtosis | 2.0724288 |
| Mean | 1051.4892 |
| Median Absolute Deviation (MAD) | 231 |
| Skewness | 0.57988084 |
| Sum | 1513093 |
| Variance | 173305.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36 | 2.5% |
| 864 | 35 | 2.4% |
| 672 | 16 | 1.1% |
| 912 | 15 | 1.0% |
| 1040 | 13 | 0.9% |
| 816 | 13 | 0.9% |
| 768 | 12 | 0.8% |
| 728 | 12 | 0.8% |
| 894 | 11 | 0.8% |
| 848 | 11 | 0.8% |
| Other values (703) | 1265 |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 105 | 1 | 0.1% |
| 190 | 1 | 0.1% |
| 264 | 3 | 0.2% |
| 270 | 1 | 0.1% |
| 290 | 1 | 0.1% |
| 319 | 1 | 0.1% |
| 360 | 1 | 0.1% |
| 372 | 1 | 0.1% |
| 384 | 7 | 0.5% |
| Value | Count | Frequency (%) |
| 3206 | 1 | |
| 3200 | 1 | |
| 3138 | 1 | |
| 3094 | 1 | |
| 2633 | 1 | |
| 2524 | 1 | |
| 2444 | 1 | |
| 2392 | 1 | |
| 2330 | 1 | |
| 2223 | 1 |
1stFlrSF
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 744 |
|---|---|
| Distinct (%) | 51.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1156.6567 |
| Minimum | 334 |
|---|---|
| Maximum | 3228 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 675.7 |
| Q1 | 881 |
| median | 1080 |
| Q3 | 1383 |
| 95-th percentile | 1812.5 |
| Maximum | 3228 |
| Range | 2894 |
| Interquartile range (IQR) | 502 |
Descriptive statistics
| Standard deviation | 373.05624 |
|---|---|
| Coefficient of variation (CV) | 0.32252978 |
| Kurtosis | 1.5399348 |
| Mean | 1156.6567 |
| Median Absolute Deviation (MAD) | 232 |
| Skewness | 0.96784995 |
| Sum | 1664429 |
| Variance | 139170.96 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 25 | 1.7% |
| 1040 | 16 | 1.1% |
| 912 | 14 | 1.0% |
| 848 | 12 | 0.8% |
| 894 | 12 | 0.8% |
| 672 | 10 | 0.7% |
| 630 | 9 | 0.6% |
| 816 | 9 | 0.6% |
| 483 | 7 | 0.5% |
| 936 | 7 | 0.5% |
| Other values (734) | 1318 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 483 | 7 | |
| 495 | 1 | 0.1% |
| 520 | 5 | |
| 525 | 1 | 0.1% |
| 526 | 1 | 0.1% |
| 536 | 1 | 0.1% |
| 546 | 3 |
| Value | Count | Frequency (%) |
| 3228 | 1 | |
| 3138 | 1 | |
| 2898 | 1 | |
| 2633 | 1 | |
| 2524 | 1 | |
| 2515 | 1 | |
| 2444 | 1 | |
| 2402 | 1 | |
| 2392 | 1 | |
| 2364 | 1 |
2ndFlrSF
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 408 |
|---|---|
| Distinct (%) | 28.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 344.66018 |
| Minimum | 0 |
|---|---|
| Maximum | 1872 |
| Zeros | 819 |
| Zeros (%) | 56.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 728 |
| 95-th percentile | 1129.5 |
| Maximum | 1872 |
| Range | 1872 |
| Interquartile range (IQR) | 728 |
Descriptive statistics
| Standard deviation | 432.92413 |
|---|---|
| Coefficient of variation (CV) | 1.2560898 |
| Kurtosis | -0.66305694 |
| Mean | 344.66018 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.78940843 |
| Sum | 495966 |
| Variance | 187423.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 819 | |
| 728 | 10 | 0.7% |
| 504 | 9 | 0.6% |
| 672 | 8 | 0.6% |
| 546 | 8 | 0.6% |
| 600 | 7 | 0.5% |
| 720 | 6 | 0.4% |
| 896 | 6 | 0.4% |
| 862 | 5 | 0.3% |
| 840 | 5 | 0.3% |
| Other values (398) | 556 |
| Value | Count | Frequency (%) |
| 0 | 819 | |
| 110 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 208 | 1 | 0.1% |
| 213 | 1 | 0.1% |
| 220 | 1 | 0.1% |
| 224 | 1 | 0.1% |
| 240 | 2 | 0.1% |
| 252 | 1 | 0.1% |
| 272 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1872 | 1 | |
| 1818 | 1 | |
| 1796 | 1 | |
| 1611 | 1 | |
| 1589 | 1 | |
| 1540 | 1 | |
| 1538 | 1 | |
| 1523 | 1 | |
| 1519 | 1 | |
| 1518 | 1 |
LowQualFinSF
Real number (ℝ)
ZEROS 
| Distinct | 23 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.657401 |
| Minimum | 0 |
|---|---|
| Maximum | 572 |
| Zeros | 1414 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 572 |
| Range | 572 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 47.90118 |
|---|---|
| Coefficient of variation (CV) | 8.4669939 |
| Kurtosis | 87.089855 |
| Mean | 5.657401 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.2096906 |
| Sum | 8141 |
| Variance | 2294.523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1414 | |
| 80 | 3 | 0.2% |
| 360 | 2 | 0.1% |
| 515 | 1 | 0.1% |
| 205 | 1 | 0.1% |
| 479 | 1 | 0.1% |
| 397 | 1 | 0.1% |
| 514 | 1 | 0.1% |
| 120 | 1 | 0.1% |
| 481 | 1 | 0.1% |
| Other values (13) | 13 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 1414 | |
| 53 | 1 | 0.1% |
| 80 | 3 | 0.2% |
| 120 | 1 | 0.1% |
| 144 | 1 | 0.1% |
| 156 | 1 | 0.1% |
| 205 | 1 | 0.1% |
| 232 | 1 | 0.1% |
| 234 | 1 | 0.1% |
| 360 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 572 | 1 | |
| 528 | 1 | |
| 515 | 1 | |
| 514 | 1 | |
| 513 | 1 | |
| 481 | 1 | |
| 479 | 1 | |
| 473 | 1 | |
| 420 | 1 | |
| 397 | 1 |
GrLivArea
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 850 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1506.9743 |
| Minimum | 334 |
|---|---|
| Maximum | 4676 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 848 |
| Q1 | 1128 |
| median | 1458 |
| Q3 | 1769.5 |
| 95-th percentile | 2450.2 |
| Maximum | 4676 |
| Range | 4342 |
| Interquartile range (IQR) | 641.5 |
Descriptive statistics
| Standard deviation | 505.96691 |
|---|---|
| Coefficient of variation (CV) | 0.33575019 |
| Kurtosis | 2.3546521 |
| Mean | 1506.9743 |
| Median Absolute Deviation (MAD) | 322 |
| Skewness | 1.0412736 |
| Sum | 2168536 |
| Variance | 256002.51 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 22 | 1.5% |
| 1040 | 14 | 1.0% |
| 894 | 11 | 0.8% |
| 848 | 10 | 0.7% |
| 1456 | 10 | 0.7% |
| 912 | 9 | 0.6% |
| 1200 | 8 | 0.6% |
| 816 | 8 | 0.6% |
| 1092 | 7 | 0.5% |
| 1728 | 7 | 0.5% |
| Other values (840) | 1333 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 520 | 1 | 0.1% |
| 605 | 1 | 0.1% |
| 616 | 1 | 0.1% |
| 630 | 6 | |
| 672 | 2 | 0.1% |
| 691 | 1 | 0.1% |
| 693 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4676 | 1 | |
| 4316 | 1 | |
| 3627 | 1 | |
| 3608 | 1 | |
| 3493 | 1 | |
| 3447 | 1 | |
| 3395 | 1 | |
| 3279 | 1 | |
| 3238 | 1 | |
| 3228 | 1 |
BsmtFullBath
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 12 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 848 | |
| 1.0 | 579 | |
| 2.0 | 12 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 848 | |
| 1.0 | 579 | |
| 2.0 | 12 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2287 | |
| . | 1439 | |
| 1 | 579 | 13.4% |
| 2 | 12 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2287 | |
| . | 1439 | |
| 1 | 579 | 13.4% |
| 2 | 12 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2287 | |
| . | 1439 | |
| 1 | 579 | 13.4% |
| 2 | 12 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2287 | |
| . | 1439 | |
| 1 | 579 | 13.4% |
| 2 | 12 | 0.3% |
BsmtHalfBath
Categorical
IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 78 |
| 2.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1359 | |
| 1.0 | 78 | 5.4% |
| 2.0 | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1359 | |
| 1.0 | 78 | 5.4% |
| 2.0 | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2798 | |
| . | 1439 | |
| 1 | 78 | 1.8% |
| 2 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2798 | |
| . | 1439 | |
| 1 | 78 | 1.8% |
| 2 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2798 | |
| . | 1439 | |
| 1 | 78 | 1.8% |
| 2 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2798 | |
| . | 1439 | |
| 1 | 78 | 1.8% |
| 2 | 2 | < 0.1% |
FullBath
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | 30 |
| 0.0 | 9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 755 | |
| 1.0 | 645 | |
| 3.0 | 30 | 2.1% |
| 0.0 | 9 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 755 | |
| 1.0 | 645 | |
| 3.0 | 30 | 2.1% |
| 0.0 | 9 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| . | 1439 | |
| 2 | 755 | |
| 1 | 645 | |
| 3 | 30 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| . | 1439 | |
| 2 | 755 | |
| 1 | 645 | |
| 3 | 30 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| . | 1439 | |
| 2 | 755 | |
| 1 | 645 | |
| 3 | 30 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1448 | |
| . | 1439 | |
| 2 | 755 | |
| 1 | 645 | |
| 3 | 30 | 0.7% |
HalfBath
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 11 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 897 | |
| 1.0 | 531 | |
| 2.0 | 11 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 897 | |
| 1.0 | 531 | |
| 2.0 | 11 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2336 | |
| . | 1439 | |
| 1 | 531 | 12.3% |
| 2 | 11 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2336 | |
| . | 1439 | |
| 1 | 531 | 12.3% |
| 2 | 11 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2336 | |
| . | 1439 | |
| 1 | 531 | 12.3% |
| 2 | 11 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2336 | |
| . | 1439 | |
| 1 | 531 | 12.3% |
| 2 | 11 | 0.3% |
BedroomAbvGr
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8603197 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 6 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.81490132 |
|---|---|
| Coefficient of variation (CV) | 0.28489869 |
| Kurtosis | 2.2828253 |
| Mean | 2.8603197 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2150003 |
| Sum | 4116 |
| Variance | 0.66406415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 794 | |
| 2 | 355 | |
| 4 | 206 | 14.3% |
| 1 | 50 | 3.5% |
| 5 | 20 | 1.4% |
| 6 | 7 | 0.5% |
| 0 | 6 | 0.4% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.4% |
| 1 | 50 | 3.5% |
| 2 | 355 | |
| 3 | 794 | |
| 4 | 206 | 14.3% |
| 5 | 20 | 1.4% |
| 6 | 7 | 0.5% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 6 | 7 | 0.5% |
| 5 | 20 | 1.4% |
| 4 | 206 | 14.3% |
| 3 | 794 | |
| 2 | 355 | |
| 1 | 50 | 3.5% |
| 0 | 6 | 0.4% |
KitchenAbvGr
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| 1.0 | |
|---|---|
| 2.0 | 63 |
| 3.0 | 2 |
| 0.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1373 | |
| 2.0 | 63 | 4.4% |
| 3.0 | 2 | 0.1% |
| 0.0 | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1373 | |
| 2.0 | 63 | 4.4% |
| 3.0 | 2 | 0.1% |
| 0.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1440 | |
| . | 1439 | |
| 1 | 1373 | |
| 2 | 63 | 1.5% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1440 | |
| . | 1439 | |
| 1 | 1373 | |
| 2 | 63 | 1.5% |
| 3 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1440 | |
| . | 1439 | |
| 1 | 1373 | |
| 2 | 63 | 1.5% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1440 | |
| . | 1439 | |
| 1 | 1373 | |
| 2 | 63 | 1.5% |
| 3 | 2 | < 0.1% |
TotRmsAbvGrd
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5031272 |
| Minimum | 2 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6083354 |
|---|---|
| Coefficient of variation (CV) | 0.24731722 |
| Kurtosis | 0.82027871 |
| Mean | 6.5031272 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.64212524 |
| Sum | 9358 |
| Variance | 2.5867426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 398 | |
| 7 | 326 | |
| 5 | 270 | |
| 8 | 184 | |
| 4 | 97 | 6.7% |
| 9 | 73 | 5.1% |
| 10 | 46 | 3.2% |
| 11 | 18 | 1.3% |
| 3 | 17 | 1.2% |
| 12 | 8 | 0.6% |
| Other values (2) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 3 | 17 | 1.2% |
| 4 | 97 | 6.7% |
| 5 | 270 | |
| 6 | 398 | |
| 7 | 326 | |
| 8 | 184 | |
| 9 | 73 | 5.1% |
| 10 | 46 | 3.2% |
| 11 | 18 | 1.3% |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.1% |
| 12 | 8 | 0.6% |
| 11 | 18 | 1.3% |
| 10 | 46 | 3.2% |
| 9 | 73 | 5.1% |
| 8 | 184 | |
| 7 | 326 | |
| 6 | 398 | |
| 5 | 270 | |
| 4 | 97 | 6.7% |
Fireplaces
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | |
| 3.0 | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 686 | |
| 1.0 | 642 | |
| 2.0 | 107 | 7.4% |
| 3.0 | 4 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 686 | |
| 1.0 | 642 | |
| 2.0 | 107 | 7.4% |
| 3.0 | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2125 | |
| . | 1439 | |
| 1 | 642 | 14.9% |
| 2 | 107 | 2.5% |
| 3 | 4 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2125 | |
| . | 1439 | |
| 1 | 642 | 14.9% |
| 2 | 107 | 2.5% |
| 3 | 4 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2125 | |
| . | 1439 | |
| 1 | 642 | 14.9% |
| 2 | 107 | 2.5% |
| 3 | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2125 | |
| . | 1439 | |
| 1 | 642 | 14.9% |
| 2 | 107 | 2.5% |
| 3 | 4 | 0.1% |
GarageCars
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 0.0 | 79 |
| 4.0 | 5 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 3.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 810 | |
| 1.0 | 365 | |
| 3.0 | 180 | 12.5% |
| 0.0 | 79 | 5.5% |
| 4.0 | 5 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 810 | |
| 1.0 | 365 | |
| 3.0 | 180 | 12.5% |
| 0.0 | 79 | 5.5% |
| 4.0 | 5 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1518 | |
| . | 1439 | |
| 2 | 810 | |
| 1 | 365 | 8.5% |
| 3 | 180 | 4.2% |
| 4 | 5 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1518 | |
| . | 1439 | |
| 2 | 810 | |
| 1 | 365 | 8.5% |
| 3 | 180 | 4.2% |
| 4 | 5 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1518 | |
| . | 1439 | |
| 2 | 810 | |
| 1 | 365 | 8.5% |
| 3 | 180 | 4.2% |
| 4 | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1518 | |
| . | 1439 | |
| 2 | 810 | |
| 1 | 365 | 8.5% |
| 3 | 180 | 4.2% |
| 4 | 5 | 0.1% |
GarageArea
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 436 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 472.42877 |
| Minimum | 0 |
|---|---|
| Maximum | 1390 |
| Zeros | 79 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 333 |
| median | 478 |
| Q3 | 576 |
| 95-th percentile | 850.2 |
| Maximum | 1390 |
| Range | 1390 |
| Interquartile range (IQR) | 243 |
Descriptive statistics
| Standard deviation | 212.35895 |
|---|---|
| Coefficient of variation (CV) | 0.44950468 |
| Kurtosis | 0.76497283 |
| Mean | 472.42877 |
| Median Absolute Deviation (MAD) | 118 |
| Skewness | 0.1424438 |
| Sum | 679825 |
| Variance | 45096.322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 79 | 5.5% |
| 440 | 49 | 3.4% |
| 576 | 46 | 3.2% |
| 240 | 38 | 2.6% |
| 484 | 33 | 2.3% |
| 528 | 33 | 2.3% |
| 288 | 26 | 1.8% |
| 400 | 25 | 1.7% |
| 264 | 24 | 1.7% |
| 480 | 24 | 1.7% |
| Other values (426) | 1062 |
| Value | Count | Frequency (%) |
| 0 | 79 | |
| 160 | 2 | 0.1% |
| 164 | 1 | 0.1% |
| 180 | 9 | 0.6% |
| 186 | 1 | 0.1% |
| 189 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 198 | 1 | 0.1% |
| 200 | 4 | 0.3% |
| 205 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 1390 | 1 | |
| 1356 | 1 | |
| 1248 | 1 | |
| 1220 | 1 | |
| 1166 | 1 | |
| 1134 | 1 | |
| 1069 | 1 | |
| 1053 | 1 | |
| 1052 | 2 | |
| 1043 | 1 |
WoodDeckSF
Real number (ℝ)
ZEROS 
| Distinct | 270 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.348853 |
| Minimum | 0 |
|---|---|
| Maximum | 857 |
| Zeros | 751 |
| Zeros (%) | 52.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 168 |
| 95-th percentile | 328.5 |
| Maximum | 857 |
| Range | 857 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 123.82958 |
|---|---|
| Coefficient of variation (CV) | 1.3265249 |
| Kurtosis | 2.8924149 |
| Mean | 93.348853 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.516568 |
| Sum | 134329 |
| Variance | 15333.766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 751 | |
| 192 | 38 | 2.6% |
| 100 | 36 | 2.5% |
| 144 | 33 | 2.3% |
| 120 | 30 | 2.1% |
| 168 | 28 | 1.9% |
| 140 | 15 | 1.0% |
| 224 | 14 | 1.0% |
| 240 | 10 | 0.7% |
| 208 | 10 | 0.7% |
| Other values (260) | 474 |
| Value | Count | Frequency (%) |
| 0 | 751 | |
| 12 | 2 | 0.1% |
| 24 | 2 | 0.1% |
| 26 | 2 | 0.1% |
| 28 | 2 | 0.1% |
| 30 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 33 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 36 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 857 | 1 | |
| 736 | 1 | |
| 728 | 1 | |
| 668 | 1 | |
| 635 | 1 | |
| 576 | 1 | |
| 574 | 1 | |
| 550 | 1 | |
| 536 | 1 | |
| 519 | 1 |
OpenPorchSF
Real number (ℝ)
ZEROS 
| Distinct | 200 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.618485 |
| Minimum | 0 |
|---|---|
| Maximum | 547 |
| Zeros | 646 |
| Zeros (%) | 44.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 25 |
| Q3 | 68 |
| 95-th percentile | 174.1 |
| Maximum | 547 |
| Range | 547 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 66.070355 |
|---|---|
| Coefficient of variation (CV) | 1.4172566 |
| Kurtosis | 8.6139231 |
| Mean | 46.618485 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.37053 |
| Sum | 67084 |
| Variance | 4365.2918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 646 | |
| 36 | 29 | 2.0% |
| 20 | 21 | 1.5% |
| 48 | 21 | 1.5% |
| 45 | 19 | 1.3% |
| 40 | 19 | 1.3% |
| 30 | 16 | 1.1% |
| 24 | 15 | 1.0% |
| 39 | 14 | 1.0% |
| 28 | 14 | 1.0% |
| Other values (190) | 625 |
| Value | Count | Frequency (%) |
| 0 | 646 | |
| 4 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 12 | 3 | 0.2% |
| 15 | 1 | 0.1% |
| 16 | 7 | 0.5% |
| 17 | 2 | 0.1% |
| 18 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 547 | 1 | |
| 523 | 1 | |
| 502 | 1 | |
| 418 | 1 | |
| 406 | 1 | |
| 364 | 1 | |
| 341 | 1 | |
| 319 | 1 | |
| 312 | 2 | |
| 304 | 1 |
EnclosedPorch
Real number (ℝ)
ZEROS 
| Distinct | 118 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.790132 |
| Minimum | 0 |
|---|---|
| Maximum | 386 |
| Zeros | 1233 |
| Zeros (%) | 85.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 180.3 |
| Maximum | 386 |
| Range | 386 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 59.81475 |
|---|---|
| Coefficient of variation (CV) | 2.7450384 |
| Kurtosis | 7.5691673 |
| Mean | 21.790132 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8629179 |
| Sum | 31356 |
| Variance | 3577.8043 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 112 | 15 | 1.0% |
| 96 | 6 | 0.4% |
| 192 | 5 | 0.3% |
| 144 | 5 | 0.3% |
| 216 | 5 | 0.3% |
| 120 | 5 | 0.3% |
| 156 | 4 | 0.3% |
| 116 | 4 | 0.3% |
| 252 | 4 | 0.3% |
| Other values (108) | 153 | 10.6% |
| Value | Count | Frequency (%) |
| 0 | 1233 | |
| 19 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 32 | 2 | 0.1% |
| 34 | 2 | 0.1% |
| 36 | 2 | 0.1% |
| 37 | 1 | 0.1% |
| 39 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 386 | 1 | |
| 330 | 1 | |
| 318 | 1 | |
| 301 | 1 | |
| 294 | 1 | |
| 293 | 1 | |
| 291 | 1 | |
| 286 | 1 | |
| 280 | 1 | |
| 275 | 1 |
3SsnPorch
Real number (ℝ)
ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1063238 |
| Minimum | 0 |
|---|---|
| Maximum | 407 |
| Zeros | 1416 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 407 |
| Range | 407 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 26.358008 |
|---|---|
| Coefficient of variation (CV) | 8.4852738 |
| Kurtosis | 100.35805 |
| Mean | 3.1063238 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.5356135 |
| Sum | 4470 |
| Variance | 694.7446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1416 | |
| 168 | 3 | 0.2% |
| 180 | 2 | 0.1% |
| 216 | 2 | 0.1% |
| 144 | 2 | 0.1% |
| 182 | 1 | 0.1% |
| 290 | 1 | 0.1% |
| 153 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| Other values (9) | 9 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 1416 | |
| 23 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 130 | 1 | 0.1% |
| 140 | 1 | 0.1% |
| 144 | 2 | 0.1% |
| 153 | 1 | 0.1% |
| 162 | 1 | 0.1% |
| 168 | 3 | 0.2% |
| 180 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 407 | 1 | |
| 320 | 1 | |
| 304 | 1 | |
| 290 | 1 | |
| 245 | 1 | |
| 238 | 1 | |
| 216 | 2 | |
| 196 | 1 | |
| 182 | 1 | |
| 180 | 2 |
ScreenPorch
Real number (ℝ)
ZEROS 
| Distinct | 75 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.858235 |
| Minimum | 0 |
|---|---|
| Maximum | 480 |
| Zeros | 1325 |
| Zeros (%) | 92.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 160 |
| Maximum | 480 |
| Range | 480 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 54.858125 |
|---|---|
| Coefficient of variation (CV) | 3.6921024 |
| Kurtosis | 17.719487 |
| Mean | 14.858235 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0641946 |
| Sum | 21381 |
| Variance | 3009.4138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1325 | |
| 192 | 6 | 0.4% |
| 120 | 5 | 0.3% |
| 224 | 5 | 0.3% |
| 189 | 4 | 0.3% |
| 180 | 4 | 0.3% |
| 144 | 3 | 0.2% |
| 147 | 3 | 0.2% |
| 126 | 3 | 0.2% |
| 90 | 3 | 0.2% |
| Other values (65) | 78 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 1325 | |
| 40 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 60 | 1 | 0.1% |
| 63 | 1 | 0.1% |
| 80 | 1 | 0.1% |
| 90 | 3 | 0.2% |
| 95 | 1 | 0.1% |
| 99 | 1 | 0.1% |
| 100 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 480 | 1 | |
| 410 | 1 | |
| 396 | 1 | |
| 385 | 1 | |
| 374 | 1 | |
| 322 | 1 | |
| 312 | 1 | |
| 291 | 1 | |
| 288 | 2 | |
| 287 | 1 |
PoolArea
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1439 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1439 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2878 | |
| . | 1439 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2878 | |
| . | 1439 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2878 | |
| . | 1439 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2878 | |
| . | 1439 |
MiscVal
Real number (ℝ)
ZEROS 
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.021543 |
| Minimum | 0 |
|---|---|
| Maximum | 1400 |
| Zeros | 1397 |
| Zeros (%) | 97.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1400 |
| Range | 1400 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 108.98377 |
|---|---|
| Coefficient of variation (CV) | 6.4026963 |
| Kurtosis | 69.867286 |
| Mean | 17.021543 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.7512434 |
| Sum | 24494 |
| Variance | 11877.462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1397 | |
| 400 | 11 | 0.8% |
| 500 | 7 | 0.5% |
| 700 | 4 | 0.3% |
| 450 | 4 | 0.3% |
| 600 | 4 | 0.3% |
| 480 | 2 | 0.1% |
| 1200 | 2 | 0.1% |
| 350 | 1 | 0.1% |
| 800 | 1 | 0.1% |
| Other values (6) | 6 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 1397 | |
| 54 | 1 | 0.1% |
| 350 | 1 | 0.1% |
| 400 | 11 | 0.8% |
| 450 | 4 | 0.3% |
| 480 | 2 | 0.1% |
| 500 | 7 | 0.5% |
| 560 | 1 | 0.1% |
| 600 | 4 | 0.3% |
| 620 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1400 | 1 | 0.1% |
| 1300 | 1 | 0.1% |
| 1200 | 2 | 0.1% |
| 1150 | 1 | 0.1% |
| 800 | 1 | 0.1% |
| 700 | 4 | |
| 620 | 1 | 0.1% |
| 600 | 4 | |
| 560 | 1 | 0.1% |
| 500 | 7 |
MoSold
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3300903 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.7076114 |
|---|---|
| Coefficient of variation (CV) | 0.42773661 |
| Kurtosis | -0.41525961 |
| Mean | 6.3300903 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2148291 |
| Sum | 9109 |
| Variance | 7.3311593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 249 | |
| 7 | 229 | |
| 5 | 201 | |
| 4 | 140 | |
| 8 | 119 | |
| 3 | 104 | |
| 10 | 89 | 6.2% |
| 11 | 78 | 5.4% |
| 9 | 63 | 4.4% |
| 12 | 59 | 4.1% |
| Other values (2) | 108 |
| Value | Count | Frequency (%) |
| 1 | 56 | 3.9% |
| 2 | 52 | 3.6% |
| 3 | 104 | |
| 4 | 140 | |
| 5 | 201 | |
| 6 | 249 | |
| 7 | 229 | |
| 8 | 119 | |
| 9 | 63 | 4.4% |
| 10 | 89 | 6.2% |
| Value | Count | Frequency (%) |
| 12 | 59 | 4.1% |
| 11 | 78 | 5.4% |
| 10 | 89 | 6.2% |
| 9 | 63 | 4.4% |
| 8 | 119 | |
| 7 | 229 | |
| 6 | 249 | |
| 5 | 201 | |
| 4 | 140 | |
| 3 | 104 |
SalePrice
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 655 |
|---|---|
| Distinct (%) | 45.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180070 |
| Minimum | 34900 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 88000 |
| Q1 | 129900 |
| median | 162000 |
| Q3 | 213125 |
| 95-th percentile | 325661.6 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range (IQR) | 83225 |
Descriptive statistics
| Standard deviation | 78085.403 |
|---|---|
| Coefficient of variation (CV) | 0.43363916 |
| Kurtosis | 5.4998787 |
| Mean | 180070 |
| Median Absolute Deviation (MAD) | 37500 |
| Skewness | 1.766223 |
| Sum | 2.5912073 × 108 |
| Variance | 6.0973301 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 140000 | 20 | 1.4% |
| 135000 | 17 | 1.2% |
| 145000 | 14 | 1.0% |
| 155000 | 14 | 1.0% |
| 110000 | 13 | 0.9% |
| 190000 | 12 | 0.8% |
| 115000 | 12 | 0.8% |
| 160000 | 11 | 0.8% |
| 130000 | 11 | 0.8% |
| 139000 | 11 | 0.8% |
| Other values (645) | 1304 |
| Value | Count | Frequency (%) |
| 34900 | 1 | |
| 35311 | 1 | |
| 37900 | 1 | |
| 39300 | 1 | |
| 40000 | 1 | |
| 52000 | 1 | |
| 52500 | 1 | |
| 55000 | 1 | |
| 55993 | 1 | |
| 58500 | 1 |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 625000 | 1 | |
| 611657 | 1 | |
| 582933 | 1 | |
| 556581 | 1 | |
| 555000 | 1 | |
| 538000 | 1 | |
| 501837 | 1 | |
| 485000 | 1 | |
| 475000 | 1 |
YearBuilt_Age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 112 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.680334 |
| Minimum | 14 |
|---|---|
| Maximum | 152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 23 |
| median | 51 |
| Q3 | 70 |
| 95-th percentile | 108 |
| Maximum | 152 |
| Range | 138 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 30.302795 |
|---|---|
| Coefficient of variation (CV) | 0.57522025 |
| Kurtosis | -0.44473958 |
| Mean | 52.680334 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.61712848 |
| Sum | 75807 |
| Variance | 918.25936 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 67 | 4.7% |
| 19 | 64 | 4.4% |
| 20 | 54 | 3.8% |
| 17 | 49 | 3.4% |
| 21 | 45 | 3.1% |
| 48 | 33 | 2.3% |
| 47 | 30 | 2.1% |
| 104 | 30 | 2.1% |
| 65 | 26 | 1.8% |
| 26 | 25 | 1.7% |
| Other values (102) | 1016 |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.1% |
| 15 | 18 | 1.3% |
| 16 | 22 | 1.5% |
| 17 | 49 | |
| 18 | 67 | |
| 19 | 64 | |
| 20 | 54 | |
| 21 | 45 | |
| 22 | 23 | 1.6% |
| 23 | 19 | 1.3% |
| Value | Count | Frequency (%) |
| 152 | 1 | 0.1% |
| 149 | 1 | 0.1% |
| 144 | 4 | 0.3% |
| 142 | 1 | 0.1% |
| 139 | 2 | 0.1% |
| 134 | 2 | 0.1% |
| 132 | 2 | 0.1% |
| 131 | 1 | 0.1% |
| 126 | 1 | 0.1% |
| 124 | 10 |
YearRemodAdd_Age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 61 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.199444 |
| Minimum | 14 |
|---|---|
| Maximum | 74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 20 |
| median | 30 |
| Q3 | 57.5 |
| 95-th percentile | 74 |
| Maximum | 74 |
| Range | 60 |
| Interquartile range (IQR) | 37.5 |
Descriptive statistics
| Standard deviation | 20.690375 |
|---|---|
| Coefficient of variation (CV) | 0.52782318 |
| Kurtosis | -1.2813266 |
| Mean | 39.199444 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.49858894 |
| Sum | 56408 |
| Variance | 428.09163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 74 | 177 | 12.3% |
| 18 | 94 | 6.5% |
| 17 | 75 | 5.2% |
| 19 | 73 | 5.1% |
| 20 | 62 | 4.3% |
| 24 | 54 | 3.8% |
| 21 | 51 | 3.5% |
| 22 | 46 | 3.2% |
| 16 | 39 | 2.7% |
| 28 | 35 | 2.4% |
| Other values (51) | 733 |
| Value | Count | Frequency (%) |
| 14 | 6 | 0.4% |
| 15 | 23 | 1.6% |
| 16 | 39 | |
| 17 | 75 | |
| 18 | 94 | |
| 19 | 73 | |
| 20 | 62 | |
| 21 | 51 | |
| 22 | 46 | |
| 23 | 21 | 1.5% |
| Value | Count | Frequency (%) |
| 74 | 177 | |
| 73 | 4 | 0.3% |
| 72 | 5 | 0.3% |
| 71 | 10 | 0.7% |
| 70 | 14 | 1.0% |
| 69 | 9 | 0.6% |
| 68 | 10 | 0.7% |
| 67 | 9 | 0.6% |
| 66 | 15 | 1.0% |
| 65 | 18 | 1.3% |
GarageYrBlt_Age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 98 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.401677 |
| Minimum | 14 |
|---|---|
| Maximum | 124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.5 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 23 |
| median | 45.493836 |
| Q3 | 62 |
| 95-th percentile | 94 |
| Maximum | 124 |
| Range | 110 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 24.025457 |
|---|---|
| Coefficient of variation (CV) | 0.52917555 |
| Kurtosis | -0.26801229 |
| Mean | 45.401677 |
| Median Absolute Deviation (MAD) | 20.493836 |
| Skewness | 0.67354364 |
| Sum | 65333.013 |
| Variance | 577.22259 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45.49383611 | 79 | 5.5% |
| 19 | 65 | 4.5% |
| 18 | 59 | 4.1% |
| 20 | 53 | 3.7% |
| 21 | 49 | 3.4% |
| 17 | 49 | 3.4% |
| 47 | 33 | 2.3% |
| 26 | 31 | 2.2% |
| 25 | 30 | 2.1% |
| 48 | 29 | 2.0% |
| Other values (88) | 962 |
| Value | Count | Frequency (%) |
| 14 | 3 | 0.2% |
| 15 | 21 | 1.5% |
| 16 | 28 | |
| 17 | 49 | |
| 18 | 59 | |
| 19 | 65 | |
| 20 | 53 | |
| 21 | 49 | |
| 22 | 26 | 1.8% |
| 23 | 19 | 1.3% |
| Value | Count | Frequency (%) |
| 124 | 1 | 0.1% |
| 118 | 1 | 0.1% |
| 116 | 1 | 0.1% |
| 114 | 3 | 0.2% |
| 110 | 2 | 0.1% |
| 109 | 2 | 0.1% |
| 108 | 5 | 0.3% |
| 106 | 1 | 0.1% |
| 104 | 14 | |
| 103 | 3 | 0.2% |
YrSold_Age
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 97.0 KiB |
| 15.0 | |
|---|---|
| 17.0 | |
| 18.0 | |
| 16.0 | |
| 14.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5756 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 16.0 |
|---|---|
| 2nd row | 17.0 |
| 3rd row | 16.0 |
| 4th row | 18.0 |
| 5th row | 16.0 |
Common Values
| Value | Count | Frequency (%) |
| 15.0 | 334 | |
| 17.0 | 323 | |
| 18.0 | 310 | |
| 16.0 | 300 | |
| 14.0 | 172 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 15.0 | 334 | |
| 17.0 | 323 | |
| 18.0 | 310 | |
| 16.0 | 300 | |
| 14.0 | 172 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1439 | |
| . | 1439 | |
| 0 | 1439 | |
| 5 | 334 | 5.8% |
| 7 | 323 | 5.6% |
| 8 | 310 | 5.4% |
| 6 | 300 | 5.2% |
| 4 | 172 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5756 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1439 | |
| . | 1439 | |
| 0 | 1439 | |
| 5 | 334 | 5.8% |
| 7 | 323 | 5.6% |
| 8 | 310 | 5.4% |
| 6 | 300 | 5.2% |
| 4 | 172 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5756 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1439 | |
| . | 1439 | |
| 0 | 1439 | |
| 5 | 334 | 5.8% |
| 7 | 323 | 5.6% |
| 8 | 310 | 5.4% |
| 6 | 300 | 5.2% |
| 4 | 172 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5756 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1439 | |
| . | 1439 | |
| 0 | 1439 | |
| 5 | 334 | 5.8% |
| 7 | 323 | 5.6% |
| 8 | 310 | 5.4% |
| 6 | 300 | 5.2% |
| 4 | 172 | 3.0% |
MSSubClass
Categorical
HIGH CORRELATION 
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.7 KiB |
| 1-STORY 1946 & NEWER ALL STYLES | |
|---|---|
| 2-STORY 1946 & NEWER | |
| 1-1/2 STORY FINISHED ALL AGES | |
| 1-STORY PUD (Planned Unit Development) - 1946 & NEWER | |
| 1-STORY 1945 & OLDER | |
| Other values (10) |
Length
| Max length | 53 |
|---|---|
| Median length | 41 |
| Mean length | 28.020153 |
| Min length | 11 |
Characters and Unicode
| Total characters | 40321 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2-STORY 1946 & NEWER |
|---|---|
| 2nd row | 1-STORY 1946 & NEWER ALL STYLES |
| 3rd row | 2-STORY 1946 & NEWER |
| 4th row | 2-STORY 1945 & OLDER |
| 5th row | 2-STORY 1946 & NEWER |
Common Values
| Value | Count | Frequency (%) |
| 1-STORY 1946 & NEWER ALL STYLES | 528 | |
| 2-STORY 1946 & NEWER | 296 | |
| 1-1/2 STORY FINISHED ALL AGES | 142 | 9.9% |
| 1-STORY PUD (Planned Unit Development) - 1946 & NEWER | 87 | 6.0% |
| 1-STORY 1945 & OLDER | 69 | 4.8% |
| 2-STORY PUD - 1946 & NEWER | 63 | 4.4% |
| 2-STORY 1945 & OLDER | 59 | 4.1% |
| SPLIT OR MULTI-LEVEL | 56 | 3.9% |
| DUPLEX - ALL STYLES AND AGES | 50 | 3.5% |
| 2 FAMILY CONVERSION - ALL STYLES AND AGES | 28 | 1.9% |
| Other values (5) | 61 | 4.2% |
Length
| Value | Count | Frequency (%) |
| 1362 | ||
| newer | 974 | |
| 1946 | 974 | |
| all | 779 | |
| 1-story | 688 | |
| styles | 606 | |
| 2-story | 418 | 5.4% |
| ages | 251 | 3.3% |
| story | 169 | 2.2% |
| pud | 160 | 2.1% |
| Other values (23) | 1308 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6250 | ||
| E | 3341 | 8.3% |
| S | 3010 | 7.5% |
| L | 2674 | 6.6% |
| R | 2491 | 6.2% |
| 1 | 2113 | 5.2% |
| T | 2041 | 5.1% |
| Y | 1939 | 4.8% |
| - | 1591 | 3.9% |
| O | 1545 | 3.8% |
| Other values (34) | 13326 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40321 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6250 | ||
| E | 3341 | 8.3% |
| S | 3010 | 7.5% |
| L | 2674 | 6.6% |
| R | 2491 | 6.2% |
| 1 | 2113 | 5.2% |
| T | 2041 | 5.1% |
| Y | 1939 | 4.8% |
| - | 1591 | 3.9% |
| O | 1545 | 3.8% |
| Other values (34) | 13326 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40321 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6250 | ||
| E | 3341 | 8.3% |
| S | 3010 | 7.5% |
| L | 2674 | 6.6% |
| R | 2491 | 6.2% |
| 1 | 2113 | 5.2% |
| T | 2041 | 5.1% |
| Y | 1939 | 4.8% |
| - | 1591 | 3.9% |
| O | 1545 | 3.8% |
| Other values (34) | 13326 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40321 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6250 | ||
| E | 3341 | 8.3% |
| S | 3010 | 7.5% |
| L | 2674 | 6.6% |
| R | 2491 | 6.2% |
| 1 | 2113 | 5.2% |
| T | 2041 | 5.1% |
| Y | 1939 | 4.8% |
| - | 1591 | 3.9% |
| O | 1545 | 3.8% |
| Other values (34) | 13326 |
MSZoning
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| RL | |
|---|---|
| RM | |
| FV | 65 |
| RH | 16 |
| C (all) | 10 |
Length
| Max length | 7 |
|---|---|
| Median length | 2 |
| Mean length | 2.0347464 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2928 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RL |
|---|---|
| 2nd row | RL |
| 3rd row | RL |
| 4th row | RL |
| 5th row | RL |
Common Values
| Value | Count | Frequency (%) |
| RL | 1131 | |
| RM | 217 | 15.1% |
| FV | 65 | 4.5% |
| RH | 16 | 1.1% |
| C (all) | 10 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| rl | 1131 | |
| rm | 217 | 15.0% |
| fv | 65 | 4.5% |
| rh | 16 | 1.1% |
| c | 10 | 0.7% |
| all | 10 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 1364 | |
| L | 1131 | |
| M | 217 | 7.4% |
| F | 65 | 2.2% |
| V | 65 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2928 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 1364 | |
| L | 1131 | |
| M | 217 | 7.4% |
| F | 65 | 2.2% |
| V | 65 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2928 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 1364 | |
| L | 1131 | |
| M | 217 | 7.4% |
| F | 65 | 2.2% |
| V | 65 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2928 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 1364 | |
| L | 1131 | |
| M | 217 | 7.4% |
| F | 65 | 2.2% |
| V | 65 | 2.2% |
| l | 20 | 0.7% |
| H | 16 | 0.5% |
| C | 10 | 0.3% |
| 10 | 0.3% | |
| ( | 10 | 0.3% |
| Other values (2) | 20 | 0.7% |
LotShape
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| Reg | |
|---|---|
| IR1 | |
| IR2 | 38 |
| IR3 | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Reg |
|---|---|
| 2nd row | Reg |
| 3rd row | IR1 |
| 4th row | IR1 |
| 5th row | IR1 |
Common Values
| Value | Count | Frequency (%) |
| Reg | 915 | |
| IR1 | 478 | |
| IR2 | 38 | 2.6% |
| IR3 | 8 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| reg | 915 | |
| ir1 | 478 | |
| ir2 | 38 | 2.6% |
| ir3 | 8 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 1439 | |
| e | 915 | |
| g | 915 | |
| I | 524 | 12.1% |
| 1 | 478 | 11.1% |
| 2 | 38 | 0.9% |
| 3 | 8 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 1439 | |
| e | 915 | |
| g | 915 | |
| I | 524 | 12.1% |
| 1 | 478 | 11.1% |
| 2 | 38 | 0.9% |
| 3 | 8 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 1439 | |
| e | 915 | |
| g | 915 | |
| I | 524 | 12.1% |
| 1 | 478 | 11.1% |
| 2 | 38 | 0.9% |
| 3 | 8 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 1439 | |
| e | 915 | |
| g | 915 | |
| I | 524 | 12.1% |
| 1 | 478 | 11.1% |
| 2 | 38 | 0.9% |
| 3 | 8 | 0.2% |
LandContour
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| Lvl | |
|---|---|
| Bnk | 62 |
| HLS | 48 |
| Low | 33 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Lvl |
|---|---|
| 2nd row | Lvl |
| 3rd row | Lvl |
| 4th row | Lvl |
| 5th row | Lvl |
Common Values
| Value | Count | Frequency (%) |
| Lvl | 1296 | |
| Bnk | 62 | 4.3% |
| HLS | 48 | 3.3% |
| Low | 33 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| lvl | 1296 | |
| bnk | 62 | 4.3% |
| hls | 48 | 3.3% |
| low | 33 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 1377 | |
| v | 1296 | |
| l | 1296 | |
| B | 62 | 1.4% |
| n | 62 | 1.4% |
| k | 62 | 1.4% |
| H | 48 | 1.1% |
| S | 48 | 1.1% |
| o | 33 | 0.8% |
| w | 33 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 1377 | |
| v | 1296 | |
| l | 1296 | |
| B | 62 | 1.4% |
| n | 62 | 1.4% |
| k | 62 | 1.4% |
| H | 48 | 1.1% |
| S | 48 | 1.1% |
| o | 33 | 0.8% |
| w | 33 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 1377 | |
| v | 1296 | |
| l | 1296 | |
| B | 62 | 1.4% |
| n | 62 | 1.4% |
| k | 62 | 1.4% |
| H | 48 | 1.1% |
| S | 48 | 1.1% |
| o | 33 | 0.8% |
| w | 33 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 1377 | |
| v | 1296 | |
| l | 1296 | |
| B | 62 | 1.4% |
| n | 62 | 1.4% |
| k | 62 | 1.4% |
| H | 48 | 1.1% |
| S | 48 | 1.1% |
| o | 33 | 0.8% |
| w | 33 | 0.8% |
LotConfig
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.7 KiB |
| Inside | |
|---|---|
| Corner | |
| CulDSac | 90 |
| FR2 | 47 |
| FR3 | 4 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.9562196 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8571 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Inside |
|---|---|
| 2nd row | FR2 |
| 3rd row | Inside |
| 4th row | Corner |
| 5th row | FR2 |
Common Values
| Value | Count | Frequency (%) |
| Inside | 1041 | |
| Corner | 257 | 17.9% |
| CulDSac | 90 | 6.3% |
| FR2 | 47 | 3.3% |
| FR3 | 4 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| inside | 1041 | |
| corner | 257 | 17.9% |
| culdsac | 90 | 6.3% |
| fr2 | 47 | 3.3% |
| fr3 | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1298 | |
| n | 1298 | |
| I | 1041 | |
| s | 1041 | |
| i | 1041 | |
| d | 1041 | |
| r | 514 | 6.0% |
| C | 347 | 4.0% |
| o | 257 | 3.0% |
| S | 90 | 1.1% |
| Other values (9) | 603 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8571 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1298 | |
| n | 1298 | |
| I | 1041 | |
| s | 1041 | |
| i | 1041 | |
| d | 1041 | |
| r | 514 | 6.0% |
| C | 347 | 4.0% |
| o | 257 | 3.0% |
| S | 90 | 1.1% |
| Other values (9) | 603 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8571 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1298 | |
| n | 1298 | |
| I | 1041 | |
| s | 1041 | |
| i | 1041 | |
| d | 1041 | |
| r | 514 | 6.0% |
| C | 347 | 4.0% |
| o | 257 | 3.0% |
| S | 90 | 1.1% |
| Other values (9) | 603 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8571 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1298 | |
| n | 1298 | |
| I | 1041 | |
| s | 1041 | |
| i | 1041 | |
| d | 1041 | |
| r | 514 | 6.0% |
| C | 347 | 4.0% |
| o | 257 | 3.0% |
| S | 90 | 1.1% |
| Other values (9) | 603 |
LandSlope
Categorical
IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| Gtl | |
|---|---|
| Mod | 64 |
| Sev | 9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4317 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gtl |
|---|---|
| 2nd row | Gtl |
| 3rd row | Gtl |
| 4th row | Gtl |
| 5th row | Gtl |
Common Values
| Value | Count | Frequency (%) |
| Gtl | 1366 | |
| Mod | 64 | 4.4% |
| Sev | 9 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| gtl | 1366 | |
| mod | 64 | 4.4% |
| sev | 9 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 1366 | |
| t | 1366 | |
| l | 1366 | |
| M | 64 | 1.5% |
| o | 64 | 1.5% |
| d | 64 | 1.5% |
| S | 9 | 0.2% |
| e | 9 | 0.2% |
| v | 9 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 1366 | |
| t | 1366 | |
| l | 1366 | |
| M | 64 | 1.5% |
| o | 64 | 1.5% |
| d | 64 | 1.5% |
| S | 9 | 0.2% |
| e | 9 | 0.2% |
| v | 9 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 1366 | |
| t | 1366 | |
| l | 1366 | |
| M | 64 | 1.5% |
| o | 64 | 1.5% |
| d | 64 | 1.5% |
| S | 9 | 0.2% |
| e | 9 | 0.2% |
| v | 9 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4317 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 1366 | |
| t | 1366 | |
| l | 1366 | |
| M | 64 | 1.5% |
| o | 64 | 1.5% |
| d | 64 | 1.5% |
| S | 9 | 0.2% |
| e | 9 | 0.2% |
| v | 9 | 0.2% |
Neighborhood
Categorical
HIGH CORRELATION 
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 100.5 KiB |
| NAmes | |
|---|---|
| CollgCr | |
| OldTown | |
| Edwards | |
| Somerst | |
| Other values (20) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.4982627 |
| Min length | 5 |
Characters and Unicode
| Total characters | 9351 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CollgCr |
|---|---|
| 2nd row | Veenker |
| 3rd row | CollgCr |
| 4th row | Crawfor |
| 5th row | NoRidge |
Common Values
| Value | Count | Frequency (%) |
| NAmes | 220 | |
| CollgCr | 149 | 10.4% |
| OldTown | 113 | 7.9% |
| Edwards | 97 | 6.7% |
| Somerst | 86 | 6.0% |
| Gilbert | 78 | 5.4% |
| NridgHt | 77 | 5.4% |
| Sawyer | 73 | 5.1% |
| NWAmes | 71 | 4.9% |
| SawyerW | 59 | 4.1% |
| Other values (15) | 416 |
Length
| Value | Count | Frequency (%) |
| names | 220 | |
| collgcr | 149 | 10.4% |
| oldtown | 113 | 7.9% |
| edwards | 97 | 6.7% |
| somerst | 86 | 6.0% |
| gilbert | 78 | 5.4% |
| nridght | 77 | 5.4% |
| sawyer | 73 | 5.1% |
| nwames | 71 | 4.9% |
| sawyerw | 59 | 4.1% |
| Other values (15) | 416 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 917 | 9.8% |
| e | 890 | 9.5% |
| l | 616 | 6.6% |
| d | 499 | 5.3% |
| o | 480 | 5.1% |
| s | 476 | 5.1% |
| m | 430 | 4.6% |
| N | 417 | 4.5% |
| w | 409 | 4.4% |
| C | 400 | 4.3% |
| Other values (28) | 3817 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9351 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 917 | 9.8% |
| e | 890 | 9.5% |
| l | 616 | 6.6% |
| d | 499 | 5.3% |
| o | 480 | 5.1% |
| s | 476 | 5.1% |
| m | 430 | 4.6% |
| N | 417 | 4.5% |
| w | 409 | 4.4% |
| C | 400 | 4.3% |
| Other values (28) | 3817 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9351 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 917 | 9.8% |
| e | 890 | 9.5% |
| l | 616 | 6.6% |
| d | 499 | 5.3% |
| o | 480 | 5.1% |
| s | 476 | 5.1% |
| m | 430 | 4.6% |
| N | 417 | 4.5% |
| w | 409 | 4.4% |
| C | 400 | 4.3% |
| Other values (28) | 3817 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9351 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 917 | 9.8% |
| e | 890 | 9.5% |
| l | 616 | 6.6% |
| d | 499 | 5.3% |
| o | 480 | 5.1% |
| s | 476 | 5.1% |
| m | 430 | 4.6% |
| N | 417 | 4.5% |
| w | 409 | 4.4% |
| C | 400 | 4.3% |
| Other values (28) | 3817 |
Condition1
Categorical
IMBALANCE 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 97.1 KiB |
| Norm | |
|---|---|
| Feedr | 79 |
| Artery | 46 |
| RRAn | 25 |
| PosN | 19 |
| Other values (4) | 25 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.1188325 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5927 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Norm |
|---|---|
| 2nd row | Feedr |
| 3rd row | Norm |
| 4th row | Norm |
| 5th row | Norm |
Common Values
| Value | Count | Frequency (%) |
| Norm | 1245 | |
| Feedr | 79 | 5.5% |
| Artery | 46 | 3.2% |
| RRAn | 25 | 1.7% |
| PosN | 19 | 1.3% |
| RRAe | 11 | 0.8% |
| PosA | 7 | 0.5% |
| RRNn | 5 | 0.3% |
| RRNe | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| norm | 1245 | |
| feedr | 79 | 5.5% |
| artery | 46 | 3.2% |
| rran | 25 | 1.7% |
| posn | 19 | 1.3% |
| rrae | 11 | 0.8% |
| posa | 7 | 0.5% |
| rrnn | 5 | 0.3% |
| rrne | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1416 | |
| N | 1271 | |
| o | 1271 | |
| m | 1245 | |
| e | 217 | 3.7% |
| A | 89 | 1.5% |
| R | 86 | 1.5% |
| F | 79 | 1.3% |
| d | 79 | 1.3% |
| t | 46 | 0.8% |
| Other values (4) | 128 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5927 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1416 | |
| N | 1271 | |
| o | 1271 | |
| m | 1245 | |
| e | 217 | 3.7% |
| A | 89 | 1.5% |
| R | 86 | 1.5% |
| F | 79 | 1.3% |
| d | 79 | 1.3% |
| t | 46 | 0.8% |
| Other values (4) | 128 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5927 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1416 | |
| N | 1271 | |
| o | 1271 | |
| m | 1245 | |
| e | 217 | 3.7% |
| A | 89 | 1.5% |
| R | 86 | 1.5% |
| F | 79 | 1.3% |
| d | 79 | 1.3% |
| t | 46 | 0.8% |
| Other values (4) | 128 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5927 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1416 | |
| N | 1271 | |
| o | 1271 | |
| m | 1245 | |
| e | 217 | 3.7% |
| A | 89 | 1.5% |
| R | 86 | 1.5% |
| F | 79 | 1.3% |
| d | 79 | 1.3% |
| t | 46 | 0.8% |
| Other values (4) | 128 | 2.2% |
Condition2
Categorical
IMBALANCE 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 97.0 KiB |
| Norm | |
|---|---|
| Feedr | 6 |
| Artery | 2 |
| RRNn | 2 |
| PosN | 2 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.0069493 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5766 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Norm |
|---|---|
| 2nd row | Norm |
| 3rd row | Norm |
| 4th row | Norm |
| 5th row | Norm |
Common Values
| Value | Count | Frequency (%) |
| Norm | 1425 | |
| Feedr | 6 | 0.4% |
| Artery | 2 | 0.1% |
| RRNn | 2 | 0.1% |
| PosN | 2 | 0.1% |
| PosA | 1 | 0.1% |
| RRAn | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| norm | 1425 | |
| feedr | 6 | 0.4% |
| artery | 2 | 0.1% |
| rrnn | 2 | 0.1% |
| posn | 2 | 0.1% |
| posa | 1 | 0.1% |
| rran | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1435 | |
| N | 1429 | |
| o | 1428 | |
| m | 1425 | |
| e | 14 | 0.2% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| R | 6 | 0.1% |
| A | 4 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5766 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1435 | |
| N | 1429 | |
| o | 1428 | |
| m | 1425 | |
| e | 14 | 0.2% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| R | 6 | 0.1% |
| A | 4 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5766 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1435 | |
| N | 1429 | |
| o | 1428 | |
| m | 1425 | |
| e | 14 | 0.2% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| R | 6 | 0.1% |
| A | 4 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5766 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1435 | |
| N | 1429 | |
| o | 1428 | |
| m | 1425 | |
| e | 14 | 0.2% |
| F | 6 | 0.1% |
| d | 6 | 0.1% |
| R | 6 | 0.1% |
| A | 4 | 0.1% |
| n | 3 | 0.1% |
| Other values (4) | 10 | 0.2% |
BldgType
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 97.4 KiB |
| 1Fam | |
|---|---|
| TwnhsE | 114 |
| Duplex | 50 |
| Twnhs | 43 |
| 2fmCon | 29 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.2981237 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6185 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1Fam |
|---|---|
| 2nd row | 1Fam |
| 3rd row | 1Fam |
| 4th row | 1Fam |
| 5th row | 1Fam |
Common Values
| Value | Count | Frequency (%) |
| 1Fam | 1203 | |
| TwnhsE | 114 | 7.9% |
| Duplex | 50 | 3.5% |
| Twnhs | 43 | 3.0% |
| 2fmCon | 29 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1fam | 1203 | |
| twnhse | 114 | 7.9% |
| duplex | 50 | 3.5% |
| twnhs | 43 | 3.0% |
| 2fmcon | 29 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 1232 | |
| 1 | 1203 | |
| a | 1203 | |
| F | 1203 | |
| n | 186 | 3.0% |
| T | 157 | 2.5% |
| w | 157 | 2.5% |
| h | 157 | 2.5% |
| s | 157 | 2.5% |
| E | 114 | 1.8% |
| Other values (10) | 416 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6185 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| m | 1232 | |
| 1 | 1203 | |
| a | 1203 | |
| F | 1203 | |
| n | 186 | 3.0% |
| T | 157 | 2.5% |
| w | 157 | 2.5% |
| h | 157 | 2.5% |
| s | 157 | 2.5% |
| E | 114 | 1.8% |
| Other values (10) | 416 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6185 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| m | 1232 | |
| 1 | 1203 | |
| a | 1203 | |
| F | 1203 | |
| n | 186 | 3.0% |
| T | 157 | 2.5% |
| w | 157 | 2.5% |
| h | 157 | 2.5% |
| s | 157 | 2.5% |
| E | 114 | 1.8% |
| Other values (10) | 416 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6185 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| m | 1232 | |
| 1 | 1203 | |
| a | 1203 | |
| F | 1203 | |
| n | 186 | 3.0% |
| T | 157 | 2.5% |
| w | 157 | 2.5% |
| h | 157 | 2.5% |
| s | 157 | 2.5% |
| E | 114 | 1.8% |
| Other values (10) | 416 | 6.7% |
HouseStyle
Categorical
HIGH CORRELATION 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.7 KiB |
| 1Story | |
|---|---|
| 2Story | |
| 1.5Fin | |
| SLvl | 63 |
| SFoyer | 37 |
| Other values (3) | 33 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9124392 |
| Min length | 4 |
Characters and Unicode
| Total characters | 8508 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2Story |
|---|---|
| 2nd row | 1Story |
| 3rd row | 2Story |
| 4th row | 2Story |
| 5th row | 2Story |
Common Values
| Value | Count | Frequency (%) |
| 1Story | 717 | |
| 2Story | 439 | |
| 1.5Fin | 150 | 10.4% |
| SLvl | 63 | 4.4% |
| SFoyer | 37 | 2.6% |
| 1.5Unf | 14 | 1.0% |
| 2.5Unf | 11 | 0.8% |
| 2.5Fin | 8 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1story | 717 | |
| 2story | 439 | |
| 1.5fin | 150 | 10.4% |
| slvl | 63 | 4.4% |
| sfoyer | 37 | 2.6% |
| 1.5unf | 14 | 1.0% |
| 2.5unf | 11 | 0.8% |
| 2.5fin | 8 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 1256 | |
| o | 1193 | |
| r | 1193 | |
| y | 1193 | |
| t | 1156 | |
| 1 | 881 | |
| 2 | 458 | 5.4% |
| F | 195 | 2.3% |
| 5 | 183 | 2.2% |
| . | 183 | 2.2% |
| Other values (8) | 617 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8508 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 1256 | |
| o | 1193 | |
| r | 1193 | |
| y | 1193 | |
| t | 1156 | |
| 1 | 881 | |
| 2 | 458 | 5.4% |
| F | 195 | 2.3% |
| 5 | 183 | 2.2% |
| . | 183 | 2.2% |
| Other values (8) | 617 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8508 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 1256 | |
| o | 1193 | |
| r | 1193 | |
| y | 1193 | |
| t | 1156 | |
| 1 | 881 | |
| 2 | 458 | 5.4% |
| F | 195 | 2.3% |
| 5 | 183 | 2.2% |
| . | 183 | 2.2% |
| Other values (8) | 617 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8508 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 1256 | |
| o | 1193 | |
| r | 1193 | |
| y | 1193 | |
| t | 1156 | |
| 1 | 881 | |
| 2 | 458 | 5.4% |
| F | 195 | 2.3% |
| 5 | 183 | 2.2% |
| . | 183 | 2.2% |
| Other values (8) | 617 |
OverallQual
Categorical
HIGH CORRELATION 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 103.6 KiB |
| Average | |
|---|---|
| Above Average | |
| Good | |
| Very Good | |
| Below Average | |
| Other values (5) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 8.6886727 |
| Min length | 4 |
Characters and Unicode
| Total characters | 12503 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Good |
|---|---|
| 2nd row | Above Average |
| 3rd row | Good |
| 4th row | Good |
| 5th row | Very Good |
Common Values
| Value | Count | Frequency (%) |
| Average | 392 | |
| Above Average | 369 | |
| Good | 313 | |
| Very Good | 166 | |
| Below Average | 115 | 8.0% |
| Excellent | 43 | 3.0% |
| Fair | 20 | 1.4% |
| Very Excellent | 16 | 1.1% |
| Poor | 3 | 0.2% |
| Very Poor | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| average | 876 | |
| good | 479 | |
| above | 369 | |
| very | 184 | 8.7% |
| below | 115 | 5.5% |
| excellent | 59 | 2.8% |
| fair | 20 | 0.9% |
| poor | 5 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2538 | |
| o | 1452 | |
| A | 1245 | |
| v | 1245 | |
| r | 1085 | |
| a | 896 | 7.2% |
| g | 876 | 7.0% |
| 668 | 5.3% | |
| G | 479 | 3.8% |
| d | 479 | 3.8% |
| Other values (14) | 1540 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12503 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2538 | |
| o | 1452 | |
| A | 1245 | |
| v | 1245 | |
| r | 1085 | |
| a | 896 | 7.2% |
| g | 876 | 7.0% |
| 668 | 5.3% | |
| G | 479 | 3.8% |
| d | 479 | 3.8% |
| Other values (14) | 1540 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12503 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2538 | |
| o | 1452 | |
| A | 1245 | |
| v | 1245 | |
| r | 1085 | |
| a | 896 | 7.2% |
| g | 876 | 7.0% |
| 668 | 5.3% | |
| G | 479 | 3.8% |
| d | 479 | 3.8% |
| Other values (14) | 1540 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12503 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2538 | |
| o | 1452 | |
| A | 1245 | |
| v | 1245 | |
| r | 1085 | |
| a | 896 | 7.2% |
| g | 876 | 7.0% |
| 668 | 5.3% | |
| G | 479 | 3.8% |
| d | 479 | 3.8% |
| Other values (14) | 1540 |
OverallCond
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 102.5 KiB |
| Average | |
|---|---|
| Above Average | |
| Good | |
| Very Good | 71 |
| Below Average | 56 |
| Other values (4) | 52 |
Length
| Max length | 13 |
|---|---|
| Median length | 7 |
| Mean length | 7.9214732 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11399 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Average |
|---|---|
| 2nd row | Very Good |
| 3rd row | Average |
| 4th row | Average |
| 5th row | Average |
Common Values
| Value | Count | Frequency (%) |
| Average | 811 | |
| Above Average | 249 | 17.3% |
| Good | 200 | 13.9% |
| Very Good | 71 | 4.9% |
| Below Average | 56 | 3.9% |
| Fair | 25 | 1.7% |
| Excellent | 21 | 1.5% |
| Poor | 5 | 0.3% |
| Very Poor | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| average | 1116 | |
| good | 271 | 14.9% |
| above | 249 | 13.7% |
| very | 72 | 4.0% |
| below | 56 | 3.1% |
| fair | 25 | 1.4% |
| excellent | 21 | 1.2% |
| poor | 6 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2651 | |
| A | 1365 | |
| v | 1365 | |
| r | 1219 | |
| a | 1141 | |
| g | 1116 | |
| o | 859 | 7.5% |
| 377 | 3.3% | |
| G | 271 | 2.4% |
| d | 271 | 2.4% |
| Other values (14) | 764 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11399 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2651 | |
| A | 1365 | |
| v | 1365 | |
| r | 1219 | |
| a | 1141 | |
| g | 1116 | |
| o | 859 | 7.5% |
| 377 | 3.3% | |
| G | 271 | 2.4% |
| d | 271 | 2.4% |
| Other values (14) | 764 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11399 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2651 | |
| A | 1365 | |
| v | 1365 | |
| r | 1219 | |
| a | 1141 | |
| g | 1116 | |
| o | 859 | 7.5% |
| 377 | 3.3% | |
| G | 271 | 2.4% |
| d | 271 | 2.4% |
| Other values (14) | 764 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11399 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2651 | |
| A | 1365 | |
| v | 1365 | |
| r | 1219 | |
| a | 1141 | |
| g | 1116 | |
| o | 859 | 7.5% |
| 377 | 3.3% | |
| G | 271 | 2.4% |
| d | 271 | 2.4% |
| Other values (14) | 764 | 6.7% |
RoofStyle
Categorical
IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 97.8 KiB |
| Gable | |
|---|---|
| Hip | |
| Gambrel | 11 |
| Flat | 11 |
| Mansard | 7 |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.628909 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6661 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Gable |
|---|---|
| 2nd row | Gable |
| 3rd row | Gable |
| 4th row | Gable |
| 5th row | Gable |
Common Values
| Value | Count | Frequency (%) |
| Gable | 1130 | |
| Hip | 279 | 19.4% |
| Gambrel | 11 | 0.8% |
| Flat | 11 | 0.8% |
| Mansard | 7 | 0.5% |
| Shed | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| gable | 1130 | |
| hip | 279 | 19.4% |
| gambrel | 11 | 0.8% |
| flat | 11 | 0.8% |
| mansard | 7 | 0.5% |
| shed | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1166 | |
| l | 1152 | |
| e | 1142 | |
| G | 1141 | |
| b | 1141 | |
| H | 279 | 4.2% |
| i | 279 | 4.2% |
| p | 279 | 4.2% |
| r | 18 | 0.3% |
| m | 11 | 0.2% |
| Other values (8) | 53 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6661 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1166 | |
| l | 1152 | |
| e | 1142 | |
| G | 1141 | |
| b | 1141 | |
| H | 279 | 4.2% |
| i | 279 | 4.2% |
| p | 279 | 4.2% |
| r | 18 | 0.3% |
| m | 11 | 0.2% |
| Other values (8) | 53 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6661 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1166 | |
| l | 1152 | |
| e | 1142 | |
| G | 1141 | |
| b | 1141 | |
| H | 279 | 4.2% |
| i | 279 | 4.2% |
| p | 279 | 4.2% |
| r | 18 | 0.3% |
| m | 11 | 0.2% |
| Other values (8) | 53 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6661 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1166 | |
| l | 1152 | |
| e | 1142 | |
| G | 1141 | |
| b | 1141 | |
| H | 279 | 4.2% |
| i | 279 | 4.2% |
| p | 279 | 4.2% |
| r | 18 | 0.3% |
| m | 11 | 0.2% |
| Other values (8) | 53 | 0.8% |
RoofMatl
Categorical
IMBALANCE 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 101.2 KiB |
| CompShg | |
|---|---|
| Tar&Grv | 9 |
| WdShngl | 6 |
| WdShake | 5 |
| Metal | 1 |
| Other values (2) | 2 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.9965254 |
| Min length | 4 |
Characters and Unicode
| Total characters | 10068 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | CompShg |
|---|---|
| 2nd row | CompShg |
| 3rd row | CompShg |
| 4th row | CompShg |
| 5th row | CompShg |
Common Values
| Value | Count | Frequency (%) |
| CompShg | 1416 | |
| Tar&Grv | 9 | 0.6% |
| WdShngl | 6 | 0.4% |
| WdShake | 5 | 0.3% |
| Metal | 1 | 0.1% |
| Membran | 1 | 0.1% |
| Roll | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| compshg | 1416 | |
| tar&grv | 9 | 0.6% |
| wdshngl | 6 | 0.4% |
| wdshake | 5 | 0.3% |
| metal | 1 | 0.1% |
| membran | 1 | 0.1% |
| roll | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 1427 | |
| h | 1427 | |
| g | 1422 | |
| m | 1417 | |
| o | 1417 | |
| C | 1416 | |
| p | 1416 | |
| r | 19 | 0.2% |
| a | 16 | 0.2% |
| W | 11 | 0.1% |
| Other values (13) | 80 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10068 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 1427 | |
| h | 1427 | |
| g | 1422 | |
| m | 1417 | |
| o | 1417 | |
| C | 1416 | |
| p | 1416 | |
| r | 19 | 0.2% |
| a | 16 | 0.2% |
| W | 11 | 0.1% |
| Other values (13) | 80 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10068 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 1427 | |
| h | 1427 | |
| g | 1422 | |
| m | 1417 | |
| o | 1417 | |
| C | 1416 | |
| p | 1416 | |
| r | 19 | 0.2% |
| a | 16 | 0.2% |
| W | 11 | 0.1% |
| Other values (13) | 80 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10068 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 1427 | |
| h | 1427 | |
| g | 1422 | |
| m | 1417 | |
| o | 1417 | |
| C | 1416 | |
| p | 1416 | |
| r | 19 | 0.2% |
| a | 16 | 0.2% |
| W | 11 | 0.1% |
| Other values (13) | 80 | 0.8% |
Exterior1st
Categorical
HIGH CORRELATION 
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 101.2 KiB |
| VinylSd | |
|---|---|
| HdBoard | |
| MetalSd | |
| Wd Sdng | |
| Plywood | |
| Other values (10) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.980542 |
| Min length | 5 |
Characters and Unicode
| Total characters | 10045 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | VinylSd |
|---|---|
| 2nd row | MetalSd |
| 3rd row | VinylSd |
| 4th row | Wd Sdng |
| 5th row | VinylSd |
Common Values
| Value | Count | Frequency (%) |
| VinylSd | 513 | |
| HdBoard | 220 | |
| MetalSd | 218 | |
| Wd Sdng | 202 | 14.0% |
| Plywood | 101 | 7.0% |
| CemntBd | 60 | 4.2% |
| BrkFace | 49 | 3.4% |
| WdShing | 26 | 1.8% |
| Stucco | 23 | 1.6% |
| AsbShng | 20 | 1.4% |
| Other values (5) | 7 | 0.5% |
Length
| Value | Count | Frequency (%) |
| vinylsd | 513 | |
| hdboard | 220 | |
| metalsd | 218 | |
| wd | 202 | 12.3% |
| sdng | 202 | 12.3% |
| plywood | 101 | 6.2% |
| cemntbd | 60 | 3.7% |
| brkface | 49 | 3.0% |
| wdshing | 26 | 1.6% |
| stucco | 23 | 1.4% |
| Other values (6) | 27 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1762 | |
| S | 1006 | 10.0% |
| l | 833 | 8.3% |
| n | 824 | 8.2% |
| y | 614 | 6.1% |
| i | 539 | 5.4% |
| V | 513 | 5.1% |
| a | 487 | 4.8% |
| o | 450 | 4.5% |
| B | 332 | 3.3% |
| Other values (22) | 2685 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10045 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 1762 | |
| S | 1006 | 10.0% |
| l | 833 | 8.3% |
| n | 824 | 8.2% |
| y | 614 | 6.1% |
| i | 539 | 5.4% |
| V | 513 | 5.1% |
| a | 487 | 4.8% |
| o | 450 | 4.5% |
| B | 332 | 3.3% |
| Other values (22) | 2685 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10045 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 1762 | |
| S | 1006 | 10.0% |
| l | 833 | 8.3% |
| n | 824 | 8.2% |
| y | 614 | 6.1% |
| i | 539 | 5.4% |
| V | 513 | 5.1% |
| a | 487 | 4.8% |
| o | 450 | 4.5% |
| B | 332 | 3.3% |
| Other values (22) | 2685 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10045 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 1762 | |
| S | 1006 | 10.0% |
| l | 833 | 8.3% |
| n | 824 | 8.2% |
| y | 614 | 6.1% |
| i | 539 | 5.4% |
| V | 513 | 5.1% |
| a | 487 | 4.8% |
| o | 450 | 4.5% |
| B | 332 | 3.3% |
| Other values (22) | 2685 |
Exterior2nd
Categorical
HIGH CORRELATION 
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 101.1 KiB |
| VinylSd | |
|---|---|
| MetalSd | |
| HdBoard | |
| Wd Sdng | |
| Plywood | |
| Other values (11) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.9742877 |
| Min length | 5 |
Characters and Unicode
| Total characters | 10036 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | VinylSd |
|---|---|
| 2nd row | MetalSd |
| 3rd row | VinylSd |
| 4th row | Wd Shng |
| 5th row | VinylSd |
Common Values
| Value | Count | Frequency (%) |
| VinylSd | 503 | |
| MetalSd | 212 | |
| HdBoard | 204 | |
| Wd Sdng | 195 | 13.6% |
| Plywood | 135 | 9.4% |
| CmentBd | 59 | 4.1% |
| Wd Shng | 37 | 2.6% |
| BrkFace | 24 | 1.7% |
| Stucco | 24 | 1.7% |
| AsbShng | 20 | 1.4% |
| Other values (6) | 26 | 1.8% |
Length
| Value | Count | Frequency (%) |
| vinylsd | 503 | |
| wd | 232 | |
| metalsd | 212 | |
| hdboard | 204 | |
| sdng | 195 | 11.6% |
| plywood | 135 | 8.0% |
| cmentbd | 59 | 3.5% |
| shng | 37 | 2.2% |
| stucco | 24 | 1.4% |
| brkface | 24 | 1.4% |
| Other values (8) | 53 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 1744 | |
| S | 1008 | 10.0% |
| l | 851 | 8.5% |
| n | 829 | 8.3% |
| y | 638 | 6.4% |
| o | 504 | 5.0% |
| V | 503 | 5.0% |
| i | 503 | 5.0% |
| a | 440 | 4.4% |
| t | 310 | 3.1% |
| Other values (23) | 2706 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10036 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 1744 | |
| S | 1008 | 10.0% |
| l | 851 | 8.5% |
| n | 829 | 8.3% |
| y | 638 | 6.4% |
| o | 504 | 5.0% |
| V | 503 | 5.0% |
| i | 503 | 5.0% |
| a | 440 | 4.4% |
| t | 310 | 3.1% |
| Other values (23) | 2706 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10036 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 1744 | |
| S | 1008 | 10.0% |
| l | 851 | 8.5% |
| n | 829 | 8.3% |
| y | 638 | 6.4% |
| o | 504 | 5.0% |
| V | 503 | 5.0% |
| i | 503 | 5.0% |
| a | 440 | 4.4% |
| t | 310 | 3.1% |
| Other values (23) | 2706 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10036 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 1744 | |
| S | 1008 | 10.0% |
| l | 851 | 8.5% |
| n | 829 | 8.3% |
| y | 638 | 6.4% |
| o | 504 | 5.0% |
| V | 503 | 5.0% |
| i | 503 | 5.0% |
| a | 440 | 4.4% |
| t | 310 | 3.1% |
| Other values (23) | 2706 |
MasVnrType
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 96.7 KiB |
| NA | |
|---|---|
| BrkFace | |
| Stone | |
| BrkCmn | 13 |
Length
| Max length | 7 |
|---|---|
| Median length | 2 |
| Mean length | 3.8346074 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5518 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BrkFace |
|---|---|
| 2nd row | NA |
| 3rd row | BrkFace |
| 4th row | NA |
| 5th row | BrkFace |
Common Values
| Value | Count | Frequency (%) |
| NA | 858 | |
| BrkFace | 442 | |
| Stone | 126 | 8.8% |
| BrkCmn | 13 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 858 | |
| brkface | 442 | |
| stone | 126 | 8.8% |
| brkcmn | 13 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 858 | |
| A | 858 | |
| e | 568 | |
| B | 455 | |
| r | 455 | |
| k | 455 | |
| F | 442 | |
| a | 442 | |
| c | 442 | |
| n | 139 | 2.5% |
| Other values (5) | 404 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5518 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 858 | |
| A | 858 | |
| e | 568 | |
| B | 455 | |
| r | 455 | |
| k | 455 | |
| F | 442 | |
| a | 442 | |
| c | 442 | |
| n | 139 | 2.5% |
| Other values (5) | 404 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5518 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 858 | |
| A | 858 | |
| e | 568 | |
| B | 455 | |
| r | 455 | |
| k | 455 | |
| F | 442 | |
| a | 442 | |
| c | 442 | |
| n | 139 | 2.5% |
| Other values (5) | 404 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5518 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 858 | |
| A | 858 | |
| e | 568 | |
| B | 455 | |
| r | 455 | |
| k | 455 | |
| F | 442 | |
| a | 442 | |
| c | 442 | |
| n | 139 | 2.5% |
| Other values (5) | 404 |
ExterQual
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| TA | |
|---|---|
| Gd | |
| Ex | 50 |
| Fa | 13 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
Common Values
| Value | Count | Frequency (%) |
| TA | 894 | |
| Gd | 482 | |
| Ex | 50 | 3.5% |
| Fa | 13 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ta | 894 | |
| gd | 482 | |
| ex | 50 | 3.5% |
| fa | 13 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 894 | |
| A | 894 | |
| G | 482 | |
| d | 482 | |
| E | 50 | 1.7% |
| x | 50 | 1.7% |
| F | 13 | 0.5% |
| a | 13 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 894 | |
| A | 894 | |
| G | 482 | |
| d | 482 | |
| E | 50 | 1.7% |
| x | 50 | 1.7% |
| F | 13 | 0.5% |
| a | 13 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 894 | |
| A | 894 | |
| G | 482 | |
| d | 482 | |
| E | 50 | 1.7% |
| x | 50 | 1.7% |
| F | 13 | 0.5% |
| a | 13 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 894 | |
| A | 894 | |
| G | 482 | |
| d | 482 | |
| E | 50 | 1.7% |
| x | 50 | 1.7% |
| F | 13 | 0.5% |
| a | 13 | 0.5% |
ExterCond
Categorical
IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| TA | |
|---|---|
| Gd | |
| Fa | 27 |
| Ex | 3 |
| Po | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
Common Values
| Value | Count | Frequency (%) |
| TA | 1267 | |
| Gd | 141 | 9.8% |
| Fa | 27 | 1.9% |
| Ex | 3 | 0.2% |
| Po | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ta | 1267 | |
| gd | 141 | 9.8% |
| fa | 27 | 1.9% |
| ex | 3 | 0.2% |
| po | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1267 | |
| A | 1267 | |
| G | 141 | 4.9% |
| d | 141 | 4.9% |
| F | 27 | 0.9% |
| a | 27 | 0.9% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1267 | |
| A | 1267 | |
| G | 141 | 4.9% |
| d | 141 | 4.9% |
| F | 27 | 0.9% |
| a | 27 | 0.9% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1267 | |
| A | 1267 | |
| G | 141 | 4.9% |
| d | 141 | 4.9% |
| F | 27 | 0.9% |
| a | 27 | 0.9% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1267 | |
| A | 1267 | |
| G | 141 | 4.9% |
| d | 141 | 4.9% |
| F | 27 | 0.9% |
| a | 27 | 0.9% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Foundation
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.1 KiB |
| PConc | |
|---|---|
| CBlock | |
| BrkTil | |
| Slab | 23 |
| Stone | 5 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.514246 |
| Min length | 4 |
Characters and Unicode
| Total characters | 7935 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PConc |
|---|---|
| 2nd row | CBlock |
| 3rd row | PConc |
| 4th row | BrkTil |
| 5th row | PConc |
Common Values
| Value | Count | Frequency (%) |
| PConc | 642 | |
| CBlock | 620 | |
| BrkTil | 146 | 10.1% |
| Slab | 23 | 1.6% |
| Stone | 5 | 0.3% |
| Wood | 3 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pconc | 642 | |
| cblock | 620 | |
| brktil | 146 | 10.1% |
| slab | 23 | 1.6% |
| stone | 5 | 0.3% |
| wood | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1273 | |
| C | 1262 | |
| c | 1262 | |
| l | 789 | |
| B | 766 | |
| k | 766 | |
| n | 647 | |
| P | 642 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 236 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7935 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1273 | |
| C | 1262 | |
| c | 1262 | |
| l | 789 | |
| B | 766 | |
| k | 766 | |
| n | 647 | |
| P | 642 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 236 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7935 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1273 | |
| C | 1262 | |
| c | 1262 | |
| l | 789 | |
| B | 766 | |
| k | 766 | |
| n | 647 | |
| P | 642 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 236 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7935 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1273 | |
| C | 1262 | |
| c | 1262 | |
| l | 789 | |
| B | 766 | |
| k | 766 | |
| n | 647 | |
| P | 642 | |
| i | 146 | 1.8% |
| T | 146 | 1.8% |
| Other values (8) | 236 | 3.0% |
BsmtQual
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| TA | |
|---|---|
| Gd | |
| Ex | |
| NA | 36 |
| Fa | 35 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | Gd |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
Common Values
| Value | Count | Frequency (%) |
| TA | 641 | |
| Gd | 608 | |
| Ex | 119 | 8.3% |
| NA | 36 | 2.5% |
| Fa | 35 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ta | 641 | |
| gd | 608 | |
| ex | 119 | 8.3% |
| na | 36 | 2.5% |
| fa | 35 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 677 | |
| T | 641 | |
| G | 608 | |
| d | 608 | |
| E | 119 | 4.1% |
| x | 119 | 4.1% |
| N | 36 | 1.3% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 677 | |
| T | 641 | |
| G | 608 | |
| d | 608 | |
| E | 119 | 4.1% |
| x | 119 | 4.1% |
| N | 36 | 1.3% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 677 | |
| T | 641 | |
| G | 608 | |
| d | 608 | |
| E | 119 | 4.1% |
| x | 119 | 4.1% |
| N | 36 | 1.3% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 677 | |
| T | 641 | |
| G | 608 | |
| d | 608 | |
| E | 119 | 4.1% |
| x | 119 | 4.1% |
| N | 36 | 1.3% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
BsmtCond
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| TA | |
|---|---|
| Gd | 63 |
| Fa | 45 |
| NA | 36 |
| Po | 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | Gd |
| 5th row | TA |
Common Values
| Value | Count | Frequency (%) |
| TA | 1293 | |
| Gd | 63 | 4.4% |
| Fa | 45 | 3.1% |
| NA | 36 | 2.5% |
| Po | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ta | 1293 | |
| gd | 63 | 4.4% |
| fa | 45 | 3.1% |
| na | 36 | 2.5% |
| po | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1329 | |
| T | 1293 | |
| G | 63 | 2.2% |
| d | 63 | 2.2% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| N | 36 | 1.3% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1329 | |
| T | 1293 | |
| G | 63 | 2.2% |
| d | 63 | 2.2% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| N | 36 | 1.3% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1329 | |
| T | 1293 | |
| G | 63 | 2.2% |
| d | 63 | 2.2% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| N | 36 | 1.3% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1329 | |
| T | 1293 | |
| G | 63 | 2.2% |
| d | 63 | 2.2% |
| F | 45 | 1.6% |
| a | 45 | 1.6% |
| N | 36 | 1.3% |
| P | 2 | 0.1% |
| o | 2 | 0.1% |
BsmtExposure
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| No | |
|---|---|
| Av | |
| Gd | |
| Mn | |
| NA | 37 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | Gd |
| 3rd row | Mn |
| 4th row | No |
| 5th row | Av |
Common Values
| Value | Count | Frequency (%) |
| No | 946 | |
| Av | 217 | 15.1% |
| Gd | 127 | 8.8% |
| Mn | 112 | 7.8% |
| NA | 37 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 946 | |
| av | 217 | 15.1% |
| gd | 127 | 8.8% |
| mn | 112 | 7.8% |
| na | 37 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 983 | |
| o | 946 | |
| A | 254 | 8.8% |
| v | 217 | 7.5% |
| G | 127 | 4.4% |
| d | 127 | 4.4% |
| M | 112 | 3.9% |
| n | 112 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 983 | |
| o | 946 | |
| A | 254 | 8.8% |
| v | 217 | 7.5% |
| G | 127 | 4.4% |
| d | 127 | 4.4% |
| M | 112 | 3.9% |
| n | 112 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 983 | |
| o | 946 | |
| A | 254 | 8.8% |
| v | 217 | 7.5% |
| G | 127 | 4.4% |
| d | 127 | 4.4% |
| M | 112 | 3.9% |
| n | 112 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 983 | |
| o | 946 | |
| A | 254 | 8.8% |
| v | 217 | 7.5% |
| G | 127 | 4.4% |
| d | 127 | 4.4% |
| M | 112 | 3.9% |
| n | 112 | 3.9% |
BsmtFinType1
Categorical
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.5 KiB |
| Unf | |
|---|---|
| GLQ | |
| ALQ | |
| BLQ | |
| Rec | |
| Other values (2) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9749826 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4281 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | GLQ |
|---|---|
| 2nd row | ALQ |
| 3rd row | GLQ |
| 4th row | ALQ |
| 5th row | GLQ |
Common Values
| Value | Count | Frequency (%) |
| Unf | 427 | |
| GLQ | 409 | |
| ALQ | 216 | |
| BLQ | 145 | 10.1% |
| Rec | 132 | 9.2% |
| LwQ | 74 | 5.1% |
| NA | 36 | 2.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unf | 427 | |
| glq | 409 | |
| alq | 216 | |
| blq | 145 | 10.1% |
| rec | 132 | 9.2% |
| lwq | 74 | 5.1% |
| na | 36 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 844 | |
| Q | 844 | |
| U | 427 | |
| n | 427 | |
| f | 427 | |
| G | 409 | |
| A | 252 | 5.9% |
| B | 145 | 3.4% |
| R | 132 | 3.1% |
| e | 132 | 3.1% |
| Other values (3) | 242 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4281 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 844 | |
| Q | 844 | |
| U | 427 | |
| n | 427 | |
| f | 427 | |
| G | 409 | |
| A | 252 | 5.9% |
| B | 145 | 3.4% |
| R | 132 | 3.1% |
| e | 132 | 3.1% |
| Other values (3) | 242 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4281 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 844 | |
| Q | 844 | |
| U | 427 | |
| n | 427 | |
| f | 427 | |
| G | 409 | |
| A | 252 | 5.9% |
| B | 145 | 3.4% |
| R | 132 | 3.1% |
| e | 132 | 3.1% |
| Other values (3) | 242 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4281 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 844 | |
| Q | 844 | |
| U | 427 | |
| n | 427 | |
| f | 427 | |
| G | 409 | |
| A | 252 | 5.9% |
| B | 145 | 3.4% |
| R | 132 | 3.1% |
| e | 132 | 3.1% |
| Other values (3) | 242 | 5.7% |
BsmtFinType2
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.5 KiB |
| Unf | |
|---|---|
| Rec | 51 |
| LwQ | 43 |
| NA | 37 |
| BLQ | 32 |
| Other values (2) | 33 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9742877 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4280 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unf |
|---|---|
| 2nd row | Unf |
| 3rd row | Unf |
| 4th row | Unf |
| 5th row | Unf |
Common Values
| Value | Count | Frequency (%) |
| Unf | 1243 | |
| Rec | 51 | 3.5% |
| LwQ | 43 | 3.0% |
| NA | 37 | 2.6% |
| BLQ | 32 | 2.2% |
| ALQ | 19 | 1.3% |
| GLQ | 14 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unf | 1243 | |
| rec | 51 | 3.5% |
| lwq | 43 | 3.0% |
| na | 37 | 2.6% |
| blq | 32 | 2.2% |
| alq | 19 | 1.3% |
| glq | 14 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 1243 | |
| n | 1243 | |
| f | 1243 | |
| L | 108 | 2.5% |
| Q | 108 | 2.5% |
| A | 56 | 1.3% |
| R | 51 | 1.2% |
| e | 51 | 1.2% |
| c | 51 | 1.2% |
| w | 43 | 1.0% |
| Other values (3) | 83 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4280 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 1243 | |
| n | 1243 | |
| f | 1243 | |
| L | 108 | 2.5% |
| Q | 108 | 2.5% |
| A | 56 | 1.3% |
| R | 51 | 1.2% |
| e | 51 | 1.2% |
| c | 51 | 1.2% |
| w | 43 | 1.0% |
| Other values (3) | 83 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4280 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 1243 | |
| n | 1243 | |
| f | 1243 | |
| L | 108 | 2.5% |
| Q | 108 | 2.5% |
| A | 56 | 1.3% |
| R | 51 | 1.2% |
| e | 51 | 1.2% |
| c | 51 | 1.2% |
| w | 43 | 1.0% |
| Other values (3) | 83 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4280 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 1243 | |
| n | 1243 | |
| f | 1243 | |
| L | 108 | 2.5% |
| Q | 108 | 2.5% |
| A | 56 | 1.3% |
| R | 51 | 1.2% |
| e | 51 | 1.2% |
| c | 51 | 1.2% |
| w | 43 | 1.0% |
| Other values (3) | 83 | 1.9% |
Heating
Categorical
IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 97.0 KiB |
| GasA | |
|---|---|
| GasW | 17 |
| Grav | 7 |
| Wall | 4 |
| OthW | 2 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.0006949 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5757 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | GasA |
|---|---|
| 2nd row | GasA |
| 3rd row | GasA |
| 4th row | GasA |
| 5th row | GasA |
Common Values
| Value | Count | Frequency (%) |
| GasA | 1408 | |
| GasW | 17 | 1.2% |
| Grav | 7 | 0.5% |
| Wall | 4 | 0.3% |
| OthW | 2 | 0.1% |
| Floor | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| gasa | 1408 | |
| gasw | 17 | 1.2% |
| grav | 7 | 0.5% |
| wall | 4 | 0.3% |
| othw | 2 | 0.1% |
| floor | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1436 | |
| G | 1432 | |
| s | 1425 | |
| A | 1408 | |
| W | 23 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5757 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1436 | |
| G | 1432 | |
| s | 1425 | |
| A | 1408 | |
| W | 23 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5757 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1436 | |
| G | 1432 | |
| s | 1425 | |
| A | 1408 | |
| W | 23 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5757 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1436 | |
| G | 1432 | |
| s | 1425 | |
| A | 1408 | |
| W | 23 | 0.4% |
| l | 9 | 0.2% |
| r | 8 | 0.1% |
| v | 7 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | 0.1% |
HeatingQC
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| Ex | |
|---|---|
| TA | |
| Gd | |
| Fa | 47 |
| Po | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Ex |
|---|---|
| 2nd row | Ex |
| 3rd row | Ex |
| 4th row | Gd |
| 5th row | Ex |
Common Values
| Value | Count | Frequency (%) |
| Ex | 731 | |
| TA | 421 | |
| Gd | 239 | 16.6% |
| Fa | 47 | 3.3% |
| Po | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ex | 731 | |
| ta | 421 | |
| gd | 239 | 16.6% |
| fa | 47 | 3.3% |
| po | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 731 | |
| x | 731 | |
| T | 421 | |
| A | 421 | |
| G | 239 | 8.3% |
| d | 239 | 8.3% |
| F | 47 | 1.6% |
| a | 47 | 1.6% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 731 | |
| x | 731 | |
| T | 421 | |
| A | 421 | |
| G | 239 | 8.3% |
| d | 239 | 8.3% |
| F | 47 | 1.6% |
| a | 47 | 1.6% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 731 | |
| x | 731 | |
| T | 421 | |
| A | 421 | |
| G | 239 | 8.3% |
| d | 239 | 8.3% |
| F | 47 | 1.6% |
| a | 47 | 1.6% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 731 | |
| x | 731 | |
| T | 421 | |
| A | 421 | |
| G | 239 | 8.3% |
| d | 239 | 8.3% |
| F | 47 | 1.6% |
| a | 47 | 1.6% |
| P | 1 | < 0.1% |
| o | 1 | < 0.1% |
CentralAir
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.6 KiB |
| True | |
|---|---|
| False | 94 |
| Value | Count | Frequency (%) |
| True | 1345 | |
| False | 94 | 6.5% |
Electrical
Categorical
IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 98.4 KiB |
| SBrkr | |
|---|---|
| FuseA | 94 |
| FuseF | 27 |
| FuseP | 3 |
| Mix | 1 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9965254 |
| Min length | 2 |
Characters and Unicode
| Total characters | 7190 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | SBrkr |
|---|---|
| 2nd row | SBrkr |
| 3rd row | SBrkr |
| 4th row | SBrkr |
| 5th row | SBrkr |
Common Values
| Value | Count | Frequency (%) |
| SBrkr | 1313 | |
| FuseA | 94 | 6.5% |
| FuseF | 27 | 1.9% |
| FuseP | 3 | 0.2% |
| Mix | 1 | 0.1% |
| NA | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sbrkr | 1313 | |
| fusea | 94 | 6.5% |
| fusef | 27 | 1.9% |
| fusep | 3 | 0.2% |
| mix | 1 | 0.1% |
| na | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2626 | |
| S | 1313 | |
| B | 1313 | |
| k | 1313 | |
| F | 151 | 2.1% |
| u | 124 | 1.7% |
| s | 124 | 1.7% |
| e | 124 | 1.7% |
| A | 95 | 1.3% |
| P | 3 | < 0.1% |
| Other values (4) | 4 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7190 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 2626 | |
| S | 1313 | |
| B | 1313 | |
| k | 1313 | |
| F | 151 | 2.1% |
| u | 124 | 1.7% |
| s | 124 | 1.7% |
| e | 124 | 1.7% |
| A | 95 | 1.3% |
| P | 3 | < 0.1% |
| Other values (4) | 4 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7190 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 2626 | |
| S | 1313 | |
| B | 1313 | |
| k | 1313 | |
| F | 151 | 2.1% |
| u | 124 | 1.7% |
| s | 124 | 1.7% |
| e | 124 | 1.7% |
| A | 95 | 1.3% |
| P | 3 | < 0.1% |
| Other values (4) | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7190 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 2626 | |
| S | 1313 | |
| B | 1313 | |
| k | 1313 | |
| F | 151 | 2.1% |
| u | 124 | 1.7% |
| s | 124 | 1.7% |
| e | 124 | 1.7% |
| A | 95 | 1.3% |
| P | 3 | < 0.1% |
| Other values (4) | 4 | 0.1% |
KitchenQual
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| TA | |
|---|---|
| Gd | |
| Ex | |
| Fa | 38 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | Gd |
| 5th row | Gd |
Common Values
| Value | Count | Frequency (%) |
| TA | 726 | |
| Gd | 577 | |
| Ex | 98 | 6.8% |
| Fa | 38 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ta | 726 | |
| gd | 577 | |
| ex | 98 | 6.8% |
| fa | 38 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 726 | |
| A | 726 | |
| G | 577 | |
| d | 577 | |
| E | 98 | 3.4% |
| x | 98 | 3.4% |
| F | 38 | 1.3% |
| a | 38 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 726 | |
| A | 726 | |
| G | 577 | |
| d | 577 | |
| E | 98 | 3.4% |
| x | 98 | 3.4% |
| F | 38 | 1.3% |
| a | 38 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 726 | |
| A | 726 | |
| G | 577 | |
| d | 577 | |
| E | 98 | 3.4% |
| x | 98 | 3.4% |
| F | 38 | 1.3% |
| a | 38 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 726 | |
| A | 726 | |
| G | 577 | |
| d | 577 | |
| E | 98 | 3.4% |
| x | 98 | 3.4% |
| F | 38 | 1.3% |
| a | 38 | 1.3% |
Functional
Categorical
IMBALANCE 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.6 KiB |
| Typ | |
|---|---|
| Min2 | 34 |
| Min1 | 30 |
| Maj1 | 14 |
| Mod | 14 |
| Other values (2) | 6 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0576789 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4400 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Typ |
|---|---|
| 2nd row | Typ |
| 3rd row | Typ |
| 4th row | Typ |
| 5th row | Typ |
Common Values
| Value | Count | Frequency (%) |
| Typ | 1341 | |
| Min2 | 34 | 2.4% |
| Min1 | 30 | 2.1% |
| Maj1 | 14 | 1.0% |
| Mod | 14 | 1.0% |
| Maj2 | 5 | 0.3% |
| Sev | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| typ | 1341 | |
| min2 | 34 | 2.4% |
| min1 | 30 | 2.1% |
| maj1 | 14 | 1.0% |
| mod | 14 | 1.0% |
| maj2 | 5 | 0.3% |
| sev | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1341 | |
| y | 1341 | |
| p | 1341 | |
| M | 97 | 2.2% |
| i | 64 | 1.5% |
| n | 64 | 1.5% |
| 1 | 44 | 1.0% |
| 2 | 39 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 31 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4400 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1341 | |
| y | 1341 | |
| p | 1341 | |
| M | 97 | 2.2% |
| i | 64 | 1.5% |
| n | 64 | 1.5% |
| 1 | 44 | 1.0% |
| 2 | 39 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 31 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4400 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1341 | |
| y | 1341 | |
| p | 1341 | |
| M | 97 | 2.2% |
| i | 64 | 1.5% |
| n | 64 | 1.5% |
| 1 | 44 | 1.0% |
| 2 | 39 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 31 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4400 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1341 | |
| y | 1341 | |
| p | 1341 | |
| M | 97 | 2.2% |
| i | 64 | 1.5% |
| n | 64 | 1.5% |
| 1 | 44 | 1.0% |
| 2 | 39 | 0.9% |
| a | 19 | 0.4% |
| j | 19 | 0.4% |
| Other values (5) | 31 | 0.7% |
FireplaceQu
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| NA | |
|---|---|
| Gd | |
| TA | |
| Fa | 32 |
| Ex | 23 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | Gd |
| 5th row | TA |
Common Values
| Value | Count | Frequency (%) |
| NA | 686 | |
| Gd | 374 | |
| TA | 306 | |
| Fa | 32 | 2.2% |
| Ex | 23 | 1.6% |
| Po | 18 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 686 | |
| gd | 374 | |
| ta | 306 | |
| fa | 32 | 2.2% |
| ex | 23 | 1.6% |
| po | 18 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 992 | |
| N | 686 | |
| G | 374 | 13.0% |
| d | 374 | 13.0% |
| T | 306 | 10.6% |
| F | 32 | 1.1% |
| a | 32 | 1.1% |
| E | 23 | 0.8% |
| x | 23 | 0.8% |
| P | 18 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 992 | |
| N | 686 | |
| G | 374 | 13.0% |
| d | 374 | 13.0% |
| T | 306 | 10.6% |
| F | 32 | 1.1% |
| a | 32 | 1.1% |
| E | 23 | 0.8% |
| x | 23 | 0.8% |
| P | 18 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 992 | |
| N | 686 | |
| G | 374 | 13.0% |
| d | 374 | 13.0% |
| T | 306 | 10.6% |
| F | 32 | 1.1% |
| a | 32 | 1.1% |
| E | 23 | 0.8% |
| x | 23 | 0.8% |
| P | 18 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 992 | |
| N | 686 | |
| G | 374 | 13.0% |
| d | 374 | 13.0% |
| T | 306 | 10.6% |
| F | 32 | 1.1% |
| a | 32 | 1.1% |
| E | 23 | 0.8% |
| x | 23 | 0.8% |
| P | 18 | 0.6% |
GarageType
Categorical
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.6 KiB |
| Attchd | |
|---|---|
| Detchd | |
| BuiltIn | |
| NA | 79 |
| Basment | 19 |
| Other values (2) | 14 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.8596247 |
| Min length | 2 |
Characters and Unicode
| Total characters | 8432 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Attchd |
|---|---|
| 2nd row | Attchd |
| 3rd row | Attchd |
| 4th row | Detchd |
| 5th row | Attchd |
Common Values
| Value | Count | Frequency (%) |
| Attchd | 855 | |
| Detchd | 385 | |
| BuiltIn | 87 | 6.0% |
| NA | 79 | 5.5% |
| Basment | 19 | 1.3% |
| CarPort | 8 | 0.6% |
| 2Types | 6 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| attchd | 855 | |
| detchd | 385 | |
| builtin | 87 | 6.0% |
| na | 79 | 5.5% |
| basment | 19 | 1.3% |
| carport | 8 | 0.6% |
| 2types | 6 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2209 | |
| c | 1240 | |
| h | 1240 | |
| d | 1240 | |
| A | 934 | |
| e | 410 | 4.9% |
| D | 385 | 4.6% |
| n | 106 | 1.3% |
| B | 106 | 1.3% |
| u | 87 | 1.0% |
| Other values (15) | 475 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8432 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 2209 | |
| c | 1240 | |
| h | 1240 | |
| d | 1240 | |
| A | 934 | |
| e | 410 | 4.9% |
| D | 385 | 4.6% |
| n | 106 | 1.3% |
| B | 106 | 1.3% |
| u | 87 | 1.0% |
| Other values (15) | 475 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8432 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 2209 | |
| c | 1240 | |
| h | 1240 | |
| d | 1240 | |
| A | 934 | |
| e | 410 | 4.9% |
| D | 385 | 4.6% |
| n | 106 | 1.3% |
| B | 106 | 1.3% |
| u | 87 | 1.0% |
| Other values (15) | 475 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8432 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 2209 | |
| c | 1240 | |
| h | 1240 | |
| d | 1240 | |
| A | 934 | |
| e | 410 | 4.9% |
| D | 385 | 4.6% |
| n | 106 | 1.3% |
| B | 106 | 1.3% |
| u | 87 | 1.0% |
| Other values (15) | 475 | 5.6% |
GarageFinish
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 95.5 KiB |
| Unf | |
|---|---|
| RFn | |
| Fin | |
| NA |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9451008 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4238 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RFn |
|---|---|
| 2nd row | RFn |
| 3rd row | RFn |
| 4th row | Unf |
| 5th row | RFn |
Common Values
| Value | Count | Frequency (%) |
| Unf | 600 | |
| RFn | 413 | |
| Fin | 347 | |
| NA | 79 | 5.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unf | 600 | |
| rfn | 413 | |
| fin | 347 | |
| na | 79 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1360 | |
| F | 760 | |
| U | 600 | |
| f | 600 | |
| R | 413 | 9.7% |
| i | 347 | 8.2% |
| N | 79 | 1.9% |
| A | 79 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4238 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1360 | |
| F | 760 | |
| U | 600 | |
| f | 600 | |
| R | 413 | 9.7% |
| i | 347 | 8.2% |
| N | 79 | 1.9% |
| A | 79 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4238 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1360 | |
| F | 760 | |
| U | 600 | |
| f | 600 | |
| R | 413 | 9.7% |
| i | 347 | 8.2% |
| N | 79 | 1.9% |
| A | 79 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4238 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1360 | |
| F | 760 | |
| U | 600 | |
| f | 600 | |
| R | 413 | 9.7% |
| i | 347 | 8.2% |
| N | 79 | 1.9% |
| A | 79 | 1.9% |
GarageQual
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| TA | |
|---|---|
| NA | 79 |
| Fa | 48 |
| Gd | 13 |
| Ex | 3 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
Common Values
| Value | Count | Frequency (%) |
| TA | 1293 | |
| NA | 79 | 5.5% |
| Fa | 48 | 3.3% |
| Gd | 13 | 0.9% |
| Ex | 3 | 0.2% |
| Po | 3 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ta | 1293 | |
| na | 79 | 5.5% |
| fa | 48 | 3.3% |
| gd | 13 | 0.9% |
| ex | 3 | 0.2% |
| po | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1372 | |
| T | 1293 | |
| N | 79 | 2.7% |
| F | 48 | 1.7% |
| a | 48 | 1.7% |
| G | 13 | 0.5% |
| d | 13 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1372 | |
| T | 1293 | |
| N | 79 | 2.7% |
| F | 48 | 1.7% |
| a | 48 | 1.7% |
| G | 13 | 0.5% |
| d | 13 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1372 | |
| T | 1293 | |
| N | 79 | 2.7% |
| F | 48 | 1.7% |
| a | 48 | 1.7% |
| G | 13 | 0.5% |
| d | 13 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1372 | |
| T | 1293 | |
| N | 79 | 2.7% |
| F | 48 | 1.7% |
| a | 48 | 1.7% |
| G | 13 | 0.5% |
| d | 13 | 0.5% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
| P | 3 | 0.1% |
GarageCond
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.2 KiB |
| TA | |
|---|---|
| NA | 79 |
| Fa | 35 |
| Gd | 8 |
| Po | 7 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
Common Values
| Value | Count | Frequency (%) |
| TA | 1308 | |
| NA | 79 | 5.5% |
| Fa | 35 | 2.4% |
| Gd | 8 | 0.6% |
| Po | 7 | 0.5% |
| Ex | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ta | 1308 | |
| na | 79 | 5.5% |
| fa | 35 | 2.4% |
| gd | 8 | 0.6% |
| po | 7 | 0.5% |
| ex | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1387 | |
| T | 1308 | |
| N | 79 | 2.7% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
| G | 8 | 0.3% |
| d | 8 | 0.3% |
| P | 7 | 0.2% |
| o | 7 | 0.2% |
| E | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1387 | |
| T | 1308 | |
| N | 79 | 2.7% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
| G | 8 | 0.3% |
| d | 8 | 0.3% |
| P | 7 | 0.2% |
| o | 7 | 0.2% |
| E | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1387 | |
| T | 1308 | |
| N | 79 | 2.7% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
| G | 8 | 0.3% |
| d | 8 | 0.3% |
| P | 7 | 0.2% |
| o | 7 | 0.2% |
| E | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1387 | |
| T | 1308 | |
| N | 79 | 2.7% |
| F | 35 | 1.2% |
| a | 35 | 1.2% |
| G | 8 | 0.3% |
| d | 8 | 0.3% |
| P | 7 | 0.2% |
| o | 7 | 0.2% |
| E | 2 | 0.1% |
PavedDrive
Categorical
IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 92.7 KiB |
| Y | |
|---|---|
| N | 88 |
| P | 30 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1439 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| Y | 1321 | |
| N | 88 | 6.1% |
| P | 30 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| y | 1321 | |
| n | 88 | 6.1% |
| p | 30 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 1321 | |
| N | 88 | 6.1% |
| P | 30 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1439 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Y | 1321 | |
| N | 88 | 6.1% |
| P | 30 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1439 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Y | 1321 | |
| N | 88 | 6.1% |
| P | 30 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1439 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Y | 1321 | |
| N | 88 | 6.1% |
| P | 30 | 2.1% |
SaleType
Categorical
IMBALANCE 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 94.4 KiB |
| WD | |
|---|---|
| New | 121 |
| COD | 43 |
| ConLD | 9 |
| ConLI | 5 |
| Other values (4) | 14 |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.1598332 |
| Min length | 2 |
Characters and Unicode
| Total characters | 3108 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WD |
|---|---|
| 2nd row | WD |
| 3rd row | WD |
| 4th row | WD |
| 5th row | WD |
Common Values
| Value | Count | Frequency (%) |
| WD | 1247 | |
| New | 121 | 8.4% |
| COD | 43 | 3.0% |
| ConLD | 9 | 0.6% |
| ConLI | 5 | 0.3% |
| ConLw | 5 | 0.3% |
| CWD | 4 | 0.3% |
| Oth | 3 | 0.2% |
| Con | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| wd | 1247 | |
| new | 121 | 8.4% |
| cod | 43 | 3.0% |
| conld | 9 | 0.6% |
| conli | 5 | 0.3% |
| conlw | 5 | 0.3% |
| cwd | 4 | 0.3% |
| oth | 3 | 0.2% |
| con | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 1303 | |
| W | 1251 | |
| w | 126 | 4.1% |
| N | 121 | 3.9% |
| e | 121 | 3.9% |
| C | 68 | 2.2% |
| O | 46 | 1.5% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3108 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 1303 | |
| W | 1251 | |
| w | 126 | 4.1% |
| N | 121 | 3.9% |
| e | 121 | 3.9% |
| C | 68 | 2.2% |
| O | 46 | 1.5% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3108 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 1303 | |
| W | 1251 | |
| w | 126 | 4.1% |
| N | 121 | 3.9% |
| e | 121 | 3.9% |
| C | 68 | 2.2% |
| O | 46 | 1.5% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3108 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 1303 | |
| W | 1251 | |
| w | 126 | 4.1% |
| N | 121 | 3.9% |
| e | 121 | 3.9% |
| C | 68 | 2.2% |
| O | 46 | 1.5% |
| o | 21 | 0.7% |
| n | 21 | 0.7% |
| L | 19 | 0.6% |
| Other values (3) | 11 | 0.4% |
SaleCondition
Categorical
IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 100.0 KiB |
| Normal | |
|---|---|
| Partial | |
| Abnorml | 99 |
| Family | 20 |
| Alloca | 10 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.1577484 |
| Min length | 6 |
Characters and Unicode
| Total characters | 8861 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Abnorml |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 1182 | |
| Partial | 124 | 8.6% |
| Abnorml | 99 | 6.9% |
| Family | 20 | 1.4% |
| Alloca | 10 | 0.7% |
| AdjLand | 4 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 1182 | |
| partial | 124 | 8.6% |
| abnorml | 99 | 6.9% |
| family | 20 | 1.4% |
| alloca | 10 | 0.7% |
| adjland | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1464 | |
| l | 1445 | |
| r | 1405 | |
| m | 1301 | |
| o | 1291 | |
| N | 1182 | |
| i | 144 | 1.6% |
| P | 124 | 1.4% |
| t | 124 | 1.4% |
| A | 113 | 1.3% |
| Other values (8) | 268 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8861 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1464 | |
| l | 1445 | |
| r | 1405 | |
| m | 1301 | |
| o | 1291 | |
| N | 1182 | |
| i | 144 | 1.6% |
| P | 124 | 1.4% |
| t | 124 | 1.4% |
| A | 113 | 1.3% |
| Other values (8) | 268 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8861 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1464 | |
| l | 1445 | |
| r | 1405 | |
| m | 1301 | |
| o | 1291 | |
| N | 1182 | |
| i | 144 | 1.6% |
| P | 124 | 1.4% |
| t | 124 | 1.4% |
| A | 113 | 1.3% |
| Other values (8) | 268 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8861 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1464 | |
| l | 1445 | |
| r | 1405 | |
| m | 1301 | |
| o | 1291 | |
| N | 1182 | |
| i | 144 | 1.6% |
| P | 124 | 1.4% |
| t | 124 | 1.4% |
| A | 113 | 1.3% |
| Other values (8) | 268 | 3.0% |
| 1stFlrSF | 2ndFlrSF | 3SsnPorch | BedroomAbvGr | BldgType | BsmtCond | BsmtExposure | BsmtFinSF1 | BsmtFinSF2 | BsmtFinType1 | BsmtFinType2 | BsmtFullBath | BsmtHalfBath | BsmtQual | BsmtUnfSF | CentralAir | Condition1 | Condition2 | Electrical | EnclosedPorch | ExterCond | ExterQual | Exterior1st | Exterior2nd | FireplaceQu | Fireplaces | Foundation | FullBath | Functional | GarageArea | GarageCars | GarageCond | GarageFinish | GarageQual | GarageType | GarageYrBlt_Age | GrLivArea | HalfBath | Heating | HeatingQC | HouseStyle | KitchenAbvGr | KitchenQual | LandContour | LandSlope | LotArea | LotConfig | LotFrontage | LotShape | LowQualFinSF | MSSubClass | MSZoning | MasVnrArea | MasVnrType | MiscVal | MoSold | Neighborhood | OpenPorchSF | OverallCond | OverallQual | PavedDrive | RoofMatl | RoofStyle | SaleCondition | SalePrice | SaleType | ScreenPorch | TotRmsAbvGrd | TotalBsmtSF | WoodDeckSF | YearBuilt_Age | YearRemodAdd_Age | YrSold_Age | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1stFlrSF | 1.000 | -0.284 | 0.058 | 0.135 | 0.158 | 0.000 | 0.159 | 0.314 | 0.058 | 0.097 | 0.065 | 0.156 | 0.000 | 0.220 | 0.233 | 0.153 | 0.065 | 0.211 | 0.000 | -0.130 | 0.000 | 0.280 | 0.255 | 0.119 | 0.191 | 0.253 | 0.103 | 0.276 | 0.037 | 0.490 | 0.254 | 0.063 | 0.221 | 0.068 | 0.163 | -0.223 | 0.487 | 0.115 | 0.000 | 0.112 | 0.152 | 0.000 | 0.261 | 0.048 | 0.000 | 0.433 | 0.041 | 0.385 | 0.088 | -0.043 | 0.206 | 0.159 | 0.353 | 0.220 | -0.046 | 0.056 | 0.227 | 0.233 | 0.075 | 0.237 | 0.101 | 0.216 | 0.141 | 0.114 | 0.568 | 0.088 | 0.108 | 0.360 | 0.831 | 0.214 | -0.294 | -0.240 | 0.033 |
| 2ndFlrSF | -0.284 | 1.000 | -0.018 | 0.507 | 0.132 | 0.074 | 0.129 | -0.197 | -0.110 | 0.110 | 0.036 | 0.161 | 0.000 | 0.180 | 0.060 | 0.046 | 0.062 | 0.105 | 0.000 | 0.040 | 0.000 | 0.208 | 0.103 | 0.106 | 0.161 | 0.140 | 0.166 | 0.399 | 0.026 | 0.094 | 0.227 | 0.053 | 0.176 | 0.100 | 0.223 | -0.080 | 0.643 | 0.453 | 0.065 | 0.116 | 0.433 | 0.031 | 0.175 | 0.056 | 0.020 | 0.117 | 0.046 | 0.052 | 0.146 | 0.050 | 0.392 | 0.164 | 0.064 | 0.122 | -0.028 | 0.043 | 0.238 | 0.220 | 0.092 | 0.196 | 0.110 | 0.107 | 0.143 | 0.045 | 0.295 | 0.009 | 0.010 | 0.583 | -0.296 | 0.075 | -0.031 | -0.074 | 0.000 |
| 3SsnPorch | 0.058 | -0.018 | 1.000 | -0.019 | 0.000 | 0.000 | 0.000 | 0.056 | -0.013 | 0.020 | 0.000 | 0.000 | 0.062 | 0.000 | 0.004 | 0.000 | 0.166 | 0.000 | 0.000 | -0.038 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.135 | 0.000 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | -0.017 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.070 | 0.061 | 0.044 | 0.045 | 0.000 | 0.025 | 0.000 | 0.000 | 0.046 | 0.000 | 0.012 | 0.041 | 0.000 | 0.016 | 0.006 | 0.000 | 0.000 | 0.151 | 0.000 | 0.000 | 0.067 | 0.000 | -0.037 | 0.005 | 0.046 | -0.023 | -0.020 | -0.054 | 0.000 |
| BedroomAbvGr | 0.135 | 0.507 | -0.019 | 1.000 | 0.306 | 0.104 | 0.104 | -0.089 | 0.003 | 0.107 | 0.033 | 0.352 | 0.032 | 0.096 | 0.162 | 0.165 | 0.060 | 0.000 | 0.067 | -0.001 | 0.000 | 0.179 | 0.081 | 0.068 | 0.085 | 0.100 | 0.086 | 0.445 | 0.029 | 0.110 | 0.135 | 0.075 | 0.128 | 0.085 | 0.152 | 0.051 | 0.539 | 0.254 | 0.066 | 0.021 | 0.243 | 0.237 | 0.134 | 0.116 | 0.130 | 0.336 | 0.000 | 0.289 | 0.034 | 0.014 | 0.342 | 0.166 | 0.116 | 0.056 | -0.005 | 0.048 | 0.207 | 0.097 | 0.074 | 0.140 | 0.100 | 0.111 | 0.190 | 0.112 | 0.229 | 0.057 | 0.035 | 0.666 | 0.056 | 0.059 | 0.034 | 0.056 | 0.014 |
| BldgType | 0.158 | 0.132 | 0.000 | 0.306 | 1.000 | 0.158 | 0.163 | 0.036 | 0.000 | 0.183 | 0.153 | 0.199 | 0.066 | 0.209 | 0.122 | 0.284 | 0.074 | 0.134 | 0.080 | 0.059 | 0.098 | 0.164 | 0.163 | 0.188 | 0.097 | 0.125 | 0.193 | 0.105 | 0.042 | 0.150 | 0.150 | 0.102 | 0.186 | 0.118 | 0.179 | 0.180 | 0.104 | 0.215 | 0.112 | 0.114 | 0.158 | 0.493 | 0.143 | 0.074 | 0.003 | 0.235 | 0.068 | 0.395 | 0.087 | 0.078 | 0.891 | 0.188 | 0.000 | 0.088 | 0.000 | 0.007 | 0.419 | 0.000 | 0.131 | 0.126 | 0.140 | 0.040 | 0.005 | 0.149 | 0.090 | 0.101 | 0.000 | 0.199 | 0.209 | 0.084 | 0.253 | 0.191 | 0.000 |
| BsmtCond | 0.000 | 0.074 | 0.000 | 0.104 | 0.158 | 1.000 | 0.495 | 0.081 | 0.000 | 0.507 | 0.494 | 0.103 | 0.062 | 0.527 | 0.140 | 0.307 | 0.042 | 0.000 | 0.378 | 0.093 | 0.186 | 0.168 | 0.140 | 0.110 | 0.043 | 0.050 | 0.414 | 0.140 | 0.198 | 0.076 | 0.097 | 0.177 | 0.122 | 0.213 | 0.113 | 0.149 | 0.038 | 0.095 | 0.190 | 0.099 | 0.080 | 0.178 | 0.136 | 0.065 | 0.163 | 0.000 | 0.014 | 0.087 | 0.065 | 0.075 | 0.203 | 0.079 | 0.000 | 0.058 | 0.064 | 0.000 | 0.130 | 0.000 | 0.414 | 0.308 | 0.165 | 0.052 | 0.051 | 0.097 | 0.152 | 0.073 | 0.000 | 0.069 | 0.451 | 0.025 | 0.190 | 0.117 | 0.051 |
| BsmtExposure | 0.159 | 0.129 | 0.000 | 0.104 | 0.163 | 0.495 | 1.000 | 0.230 | 0.045 | 0.521 | 0.491 | 0.242 | 0.046 | 0.521 | 0.168 | 0.198 | 0.058 | 0.000 | 0.107 | 0.055 | 0.020 | 0.165 | 0.151 | 0.148 | 0.088 | 0.124 | 0.407 | 0.093 | 0.048 | 0.149 | 0.144 | 0.060 | 0.155 | 0.056 | 0.137 | 0.145 | 0.098 | 0.107 | 0.177 | 0.091 | 0.201 | 0.167 | 0.148 | 0.178 | 0.193 | 0.126 | 0.047 | 0.085 | 0.093 | 0.000 | 0.264 | 0.064 | 0.078 | 0.128 | 0.053 | 0.008 | 0.238 | 0.025 | 0.104 | 0.211 | 0.103 | 0.121 | 0.119 | 0.115 | 0.212 | 0.093 | 0.014 | 0.083 | 0.477 | 0.165 | 0.186 | 0.153 | 0.028 |
| BsmtFinSF1 | 0.314 | -0.197 | 0.056 | -0.089 | 0.036 | 0.081 | 0.230 | 1.000 | 0.040 | 0.372 | 0.120 | 0.505 | 0.067 | 0.250 | -0.574 | 0.164 | 0.058 | 0.223 | 0.031 | -0.151 | 0.000 | 0.230 | 0.115 | 0.110 | 0.143 | 0.156 | 0.171 | 0.197 | 0.000 | 0.240 | 0.208 | 0.041 | 0.189 | 0.051 | 0.121 | -0.075 | 0.047 | 0.022 | 0.000 | 0.083 | 0.112 | 0.052 | 0.225 | 0.122 | 0.103 | 0.159 | 0.056 | 0.145 | 0.097 | -0.088 | 0.132 | 0.086 | 0.240 | 0.174 | -0.008 | -0.011 | 0.184 | 0.082 | 0.071 | 0.173 | 0.142 | 0.092 | 0.100 | 0.119 | 0.295 | 0.127 | 0.071 | -0.057 | 0.402 | 0.174 | -0.188 | -0.061 | 0.000 |
| BsmtFinSF2 | 0.058 | -0.110 | -0.013 | 0.003 | 0.000 | 0.000 | 0.045 | 0.040 | 1.000 | 0.173 | 0.427 | 0.102 | 0.087 | 0.048 | -0.265 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.043 | 0.074 | 0.065 | 0.060 | 0.095 | 0.068 | 0.017 | 0.120 | -0.013 | 0.000 | 0.000 | 0.019 | 0.000 | 0.050 | 0.148 | -0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.111 | 0.058 | 0.000 | 0.040 | 0.012 | -0.011 | 0.000 | 0.000 | -0.065 | 0.103 | -0.000 | -0.025 | 0.128 | -0.068 | 0.000 | 0.000 | 0.000 | 0.178 | 0.143 | 0.000 | -0.049 | 0.091 | 0.048 | -0.070 | 0.061 | 0.066 | 0.110 | 0.124 | 0.029 |
| BsmtFinType1 | 0.097 | 0.110 | 0.020 | 0.107 | 0.183 | 0.507 | 0.521 | 0.372 | 0.173 | 1.000 | 0.446 | 0.421 | 0.085 | 0.577 | 0.287 | 0.250 | 0.053 | 0.016 | 0.122 | 0.093 | 0.071 | 0.298 | 0.216 | 0.213 | 0.123 | 0.115 | 0.453 | 0.222 | 0.093 | 0.149 | 0.214 | 0.078 | 0.225 | 0.080 | 0.156 | 0.280 | 0.105 | 0.102 | 0.167 | 0.208 | 0.149 | 0.169 | 0.281 | 0.090 | 0.046 | 0.019 | 0.056 | 0.076 | 0.066 | 0.059 | 0.236 | 0.135 | 0.083 | 0.197 | 0.074 | 0.007 | 0.292 | 0.072 | 0.165 | 0.240 | 0.189 | 0.045 | 0.052 | 0.125 | 0.211 | 0.094 | 0.052 | 0.096 | 0.389 | 0.114 | 0.330 | 0.250 | 0.000 |
| BsmtFinType2 | 0.065 | 0.036 | 0.000 | 0.033 | 0.153 | 0.494 | 0.491 | 0.120 | 0.427 | 0.446 | 1.000 | 0.129 | 0.093 | 0.500 | 0.146 | 0.185 | 0.026 | 0.000 | 0.072 | 0.016 | 0.000 | 0.109 | 0.146 | 0.116 | 0.050 | 0.056 | 0.366 | 0.048 | 0.087 | 0.000 | 0.059 | 0.046 | 0.082 | 0.041 | 0.073 | 0.123 | 0.048 | 0.085 | 0.151 | 0.097 | 0.060 | 0.155 | 0.082 | 0.000 | 0.079 | 0.074 | 0.000 | 0.048 | 0.068 | 0.000 | 0.146 | 0.038 | 0.000 | 0.061 | 0.000 | 0.000 | 0.153 | 0.025 | 0.075 | 0.135 | 0.086 | 0.105 | 0.065 | 0.072 | 0.107 | 0.054 | 0.000 | 0.041 | 0.363 | 0.051 | 0.149 | 0.125 | 0.000 |
| BsmtFullBath | 0.156 | 0.161 | 0.000 | 0.352 | 0.199 | 0.103 | 0.242 | 0.505 | 0.102 | 0.421 | 0.129 | 1.000 | 0.102 | 0.155 | 0.325 | 0.106 | 0.028 | 0.000 | 0.073 | 0.022 | 0.003 | 0.091 | 0.103 | 0.091 | 0.068 | 0.101 | 0.128 | 0.337 | 0.000 | 0.128 | 0.130 | 0.071 | 0.122 | 0.078 | 0.150 | 0.151 | 0.024 | 0.181 | 0.000 | 0.081 | 0.215 | 0.182 | 0.114 | 0.116 | 0.137 | 0.147 | 0.034 | 0.096 | 0.048 | 0.000 | 0.305 | 0.091 | 0.049 | 0.102 | 0.077 | 0.000 | 0.243 | 0.069 | 0.036 | 0.084 | 0.089 | 0.125 | 0.228 | 0.193 | 0.174 | 0.172 | 0.061 | 0.074 | 0.199 | 0.235 | 0.185 | 0.142 | 0.057 |
| BsmtHalfBath | 0.000 | 0.000 | 0.062 | 0.032 | 0.066 | 0.062 | 0.046 | 0.067 | 0.087 | 0.085 | 0.093 | 0.102 | 1.000 | 0.053 | 0.055 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.056 | 0.052 | 0.066 | 0.068 | 0.026 | 0.000 | 0.069 | 0.165 | 0.000 | 0.030 | 0.072 | 0.027 | 0.061 | 0.032 | 0.026 | 0.077 | 0.000 | 0.161 | 0.000 | 0.008 | 0.102 | 0.498 | 0.000 | 0.018 | 0.034 | 0.000 | 0.033 | 0.000 | 0.036 | 0.000 | 0.089 | 0.018 | 0.000 | 0.039 | 0.000 | 0.008 | 0.142 | 0.000 | 0.104 | 0.065 | 0.015 | 0.160 | 0.140 | 0.253 | 0.080 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.094 | 0.085 | 0.022 |
| BsmtQual | 0.220 | 0.180 | 0.000 | 0.096 | 0.209 | 0.527 | 0.521 | 0.250 | 0.048 | 0.577 | 0.500 | 0.155 | 0.053 | 1.000 | 0.208 | 0.275 | 0.133 | 0.092 | 0.200 | 0.153 | 0.097 | 0.467 | 0.302 | 0.286 | 0.244 | 0.180 | 0.531 | 0.341 | 0.104 | 0.298 | 0.348 | 0.150 | 0.341 | 0.164 | 0.243 | 0.401 | 0.215 | 0.176 | 0.182 | 0.242 | 0.188 | 0.180 | 0.419 | 0.096 | 0.000 | 0.032 | 0.069 | 0.160 | 0.136 | 0.033 | 0.337 | 0.166 | 0.177 | 0.253 | 0.060 | 0.000 | 0.470 | 0.132 | 0.282 | 0.457 | 0.192 | 0.000 | 0.138 | 0.226 | 0.409 | 0.210 | 0.000 | 0.162 | 0.528 | 0.175 | 0.459 | 0.343 | 0.000 |
| BsmtUnfSF | 0.233 | 0.060 | 0.004 | 0.162 | 0.122 | 0.140 | 0.168 | -0.574 | -0.265 | 0.287 | 0.146 | 0.325 | 0.055 | 0.208 | 1.000 | 0.061 | 0.019 | 0.070 | 0.017 | 0.044 | 0.024 | 0.256 | 0.095 | 0.104 | 0.141 | 0.095 | 0.169 | 0.193 | 0.053 | 0.112 | 0.179 | 0.044 | 0.129 | 0.073 | 0.095 | -0.188 | 0.260 | 0.122 | 0.000 | 0.097 | 0.150 | 0.064 | 0.195 | 0.066 | 0.050 | 0.086 | 0.022 | 0.105 | 0.048 | 0.026 | 0.160 | 0.072 | 0.077 | 0.168 | -0.037 | 0.036 | 0.193 | 0.152 | 0.070 | 0.159 | 0.094 | 0.000 | 0.091 | 0.132 | 0.192 | 0.092 | -0.009 | 0.268 | 0.337 | -0.032 | -0.140 | -0.177 | 0.036 |
| CentralAir | 0.153 | 0.046 | 0.000 | 0.165 | 0.284 | 0.307 | 0.198 | 0.164 | 0.000 | 0.250 | 0.185 | 0.106 | 0.014 | 0.275 | 0.061 | 1.000 | 0.046 | 0.073 | 0.423 | 0.230 | 0.185 | 0.265 | 0.356 | 0.337 | 0.193 | 0.193 | 0.364 | 0.105 | 0.066 | 0.271 | 0.277 | 0.349 | 0.321 | 0.315 | 0.357 | 0.342 | 0.180 | 0.131 | 0.469 | 0.375 | 0.235 | 0.237 | 0.334 | 0.131 | 0.000 | 0.055 | 0.063 | 0.194 | 0.107 | 0.126 | 0.435 | 0.294 | 0.105 | 0.178 | 0.000 | 0.000 | 0.377 | 0.103 | 0.319 | 0.372 | 0.331 | 0.000 | 0.057 | 0.114 | 0.413 | 0.128 | 0.000 | 0.115 | 0.241 | 0.151 | 0.445 | 0.385 | 0.000 |
| Condition1 | 0.065 | 0.062 | 0.166 | 0.060 | 0.074 | 0.042 | 0.058 | 0.058 | 0.000 | 0.053 | 0.026 | 0.028 | 0.000 | 0.133 | 0.019 | 0.046 | 1.000 | 0.227 | 0.021 | 0.024 | 0.000 | 0.131 | 0.076 | 0.083 | 0.000 | 0.050 | 0.084 | 0.064 | 0.000 | 0.067 | 0.065 | 0.034 | 0.122 | 0.035 | 0.092 | 0.108 | 0.065 | 0.070 | 0.000 | 0.160 | 0.083 | 0.063 | 0.088 | 0.000 | 0.000 | 0.036 | 0.147 | 0.046 | 0.111 | 0.000 | 0.106 | 0.074 | 0.000 | 0.051 | 0.000 | 0.000 | 0.186 | 0.062 | 0.052 | 0.063 | 0.100 | 0.069 | 0.065 | 0.000 | 0.066 | 0.036 | 0.000 | 0.064 | 0.054 | 0.060 | 0.122 | 0.090 | 0.000 |
| Condition2 | 0.211 | 0.105 | 0.000 | 0.000 | 0.134 | 0.000 | 0.000 | 0.223 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.092 | 0.070 | 0.073 | 0.227 | 1.000 | 0.000 | 0.000 | 0.285 | 0.143 | 0.029 | 0.000 | 0.000 | 0.018 | 0.041 | 0.115 | 0.000 | 0.142 | 0.000 | 0.000 | 0.000 | 0.151 | 0.095 | 0.076 | 0.209 | 0.000 | 0.000 | 0.074 | 0.131 | 0.106 | 0.094 | 0.066 | 0.000 | 0.149 | 0.095 | 0.061 | 0.000 | 0.095 | 0.170 | 0.064 | 0.116 | 0.000 | 0.000 | 0.000 | 0.024 | 0.304 | 0.112 | 0.177 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.005 | 0.000 | 0.068 | 0.150 | 0.000 | 0.177 | 0.000 | 0.000 |
| Electrical | 0.000 | 0.000 | 0.000 | 0.067 | 0.080 | 0.378 | 0.107 | 0.031 | 0.000 | 0.122 | 0.072 | 0.073 | 0.000 | 0.200 | 0.017 | 0.423 | 0.021 | 0.000 | 1.000 | 0.059 | 0.128 | 0.139 | 0.180 | 0.157 | 0.051 | 0.083 | 0.169 | 0.113 | 0.195 | 0.102 | 0.125 | 0.211 | 0.148 | 0.307 | 0.116 | 0.198 | 0.045 | 0.083 | 0.115 | 0.146 | 0.108 | 0.106 | 0.203 | 0.046 | 0.000 | 0.000 | 0.000 | 0.047 | 0.122 | 0.000 | 0.163 | 0.099 | 0.000 | 0.078 | 0.000 | 0.000 | 0.169 | 0.000 | 0.240 | 0.140 | 0.193 | 0.000 | 0.000 | 0.141 | 0.116 | 0.000 | 0.000 | 0.063 | 0.100 | 0.039 | 0.167 | 0.203 | 0.000 |
| EnclosedPorch | -0.130 | 0.040 | -0.038 | -0.001 | 0.059 | 0.093 | 0.055 | -0.151 | 0.035 | 0.093 | 0.016 | 0.022 | 0.000 | 0.153 | 0.044 | 0.230 | 0.024 | 0.000 | 0.059 | 1.000 | 0.000 | 0.090 | 0.172 | 0.165 | 0.067 | 0.041 | 0.273 | 0.108 | 0.013 | -0.185 | 0.251 | 0.102 | 0.135 | 0.100 | 0.099 | 0.298 | -0.054 | 0.076 | 0.121 | 0.138 | 0.136 | 0.056 | 0.086 | 0.057 | 0.000 | -0.069 | 0.039 | -0.101 | 0.054 | 0.033 | 0.173 | 0.153 | -0.180 | 0.107 | 0.048 | -0.028 | 0.137 | -0.171 | 0.071 | 0.035 | 0.208 | 0.000 | 0.164 | 0.056 | -0.222 | 0.107 | -0.080 | -0.033 | -0.176 | -0.159 | 0.411 | 0.236 | 0.000 |
| ExterCond | 0.000 | 0.000 | 0.000 | 0.000 | 0.098 | 0.186 | 0.020 | 0.000 | 0.000 | 0.071 | 0.000 | 0.003 | 0.056 | 0.097 | 0.024 | 0.185 | 0.000 | 0.285 | 0.128 | 0.000 | 1.000 | 0.164 | 0.098 | 0.066 | 0.005 | 0.033 | 0.117 | 0.080 | 0.157 | 0.107 | 0.124 | 0.123 | 0.137 | 0.163 | 0.107 | 0.111 | 0.066 | 0.045 | 0.048 | 0.052 | 0.105 | 0.000 | 0.168 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.090 | 0.159 | 0.078 | 0.000 | 0.061 | 0.127 | 0.000 | 0.145 | 0.160 | 0.381 | 0.197 | 0.145 | 0.000 | 0.091 | 0.052 | 0.101 | 0.092 | 0.000 | 0.000 | 0.043 | 0.039 | 0.187 | 0.102 | 0.010 |
| ExterQual | 0.280 | 0.208 | 0.034 | 0.179 | 0.164 | 0.168 | 0.165 | 0.230 | 0.043 | 0.298 | 0.109 | 0.091 | 0.052 | 0.467 | 0.256 | 0.265 | 0.131 | 0.143 | 0.139 | 0.090 | 0.164 | 1.000 | 0.353 | 0.357 | 0.239 | 0.184 | 0.368 | 0.324 | 0.102 | 0.336 | 0.363 | 0.146 | 0.340 | 0.143 | 0.292 | 0.418 | 0.296 | 0.152 | 0.044 | 0.323 | 0.180 | 0.080 | 0.544 | 0.143 | 0.105 | 0.051 | 0.014 | 0.151 | 0.116 | 0.097 | 0.283 | 0.243 | 0.237 | 0.247 | 0.023 | 0.044 | 0.487 | 0.174 | 0.325 | 0.624 | 0.183 | 0.000 | 0.148 | 0.237 | 0.485 | 0.262 | 0.025 | 0.276 | 0.338 | 0.177 | 0.438 | 0.382 | 0.036 |
| Exterior1st | 0.255 | 0.103 | 0.000 | 0.081 | 0.163 | 0.140 | 0.151 | 0.115 | 0.074 | 0.216 | 0.146 | 0.103 | 0.066 | 0.302 | 0.095 | 0.356 | 0.076 | 0.029 | 0.180 | 0.172 | 0.098 | 0.353 | 1.000 | 0.758 | 0.173 | 0.131 | 0.318 | 0.240 | 0.097 | 0.140 | 0.246 | 0.131 | 0.285 | 0.118 | 0.196 | 0.284 | 0.096 | 0.113 | 0.135 | 0.269 | 0.160 | 0.158 | 0.294 | 0.116 | 0.119 | 0.035 | 0.056 | 0.098 | 0.079 | 0.000 | 0.195 | 0.180 | 0.002 | 0.224 | 0.000 | 0.000 | 0.291 | 0.077 | 0.188 | 0.202 | 0.196 | 0.192 | 0.135 | 0.171 | 0.166 | 0.120 | 0.050 | 0.095 | 0.123 | 0.099 | 0.334 | 0.283 | 0.043 |
| Exterior2nd | 0.119 | 0.106 | 0.000 | 0.068 | 0.188 | 0.110 | 0.148 | 0.110 | 0.065 | 0.213 | 0.116 | 0.091 | 0.068 | 0.286 | 0.104 | 0.337 | 0.083 | 0.000 | 0.157 | 0.165 | 0.066 | 0.357 | 0.758 | 1.000 | 0.136 | 0.101 | 0.315 | 0.228 | 0.082 | 0.135 | 0.234 | 0.100 | 0.275 | 0.098 | 0.194 | 0.286 | 0.090 | 0.166 | 0.181 | 0.268 | 0.169 | 0.130 | 0.287 | 0.116 | 0.104 | 0.078 | 0.071 | 0.121 | 0.084 | 0.000 | 0.206 | 0.187 | 0.025 | 0.215 | 0.000 | 0.000 | 0.318 | 0.080 | 0.168 | 0.194 | 0.178 | 0.106 | 0.155 | 0.163 | 0.160 | 0.119 | 0.076 | 0.097 | 0.119 | 0.098 | 0.324 | 0.278 | 0.031 |
| FireplaceQu | 0.191 | 0.161 | 0.000 | 0.085 | 0.097 | 0.043 | 0.088 | 0.143 | 0.060 | 0.123 | 0.050 | 0.068 | 0.026 | 0.244 | 0.141 | 0.193 | 0.000 | 0.000 | 0.051 | 0.067 | 0.005 | 0.239 | 0.173 | 0.136 | 1.000 | 0.581 | 0.114 | 0.192 | 0.101 | 0.182 | 0.227 | 0.096 | 0.234 | 0.095 | 0.182 | 0.203 | 0.231 | 0.172 | 0.000 | 0.119 | 0.113 | 0.076 | 0.260 | 0.067 | 0.012 | 0.095 | 0.052 | 0.136 | 0.121 | 0.000 | 0.188 | 0.118 | 0.160 | 0.200 | 0.000 | 0.027 | 0.305 | 0.059 | 0.089 | 0.273 | 0.122 | 0.062 | 0.085 | 0.120 | 0.278 | 0.127 | 0.055 | 0.175 | 0.195 | 0.126 | 0.215 | 0.228 | 0.000 |
| Fireplaces | 0.253 | 0.140 | 0.000 | 0.100 | 0.125 | 0.050 | 0.124 | 0.156 | 0.095 | 0.115 | 0.056 | 0.101 | 0.000 | 0.180 | 0.095 | 0.193 | 0.050 | 0.018 | 0.083 | 0.041 | 0.033 | 0.184 | 0.131 | 0.101 | 0.581 | 1.000 | 0.120 | 0.178 | 0.000 | 0.174 | 0.202 | 0.116 | 0.227 | 0.123 | 0.232 | 0.155 | 0.275 | 0.167 | 0.000 | 0.097 | 0.101 | 0.087 | 0.177 | 0.037 | 0.107 | 0.170 | 0.048 | 0.144 | 0.116 | 0.000 | 0.222 | 0.133 | 0.146 | 0.131 | 0.000 | 0.000 | 0.303 | 0.099 | 0.105 | 0.261 | 0.108 | 0.088 | 0.082 | 0.091 | 0.287 | 0.079 | 0.120 | 0.209 | 0.205 | 0.144 | 0.169 | 0.146 | 0.037 |
| Foundation | 0.103 | 0.166 | 0.135 | 0.086 | 0.193 | 0.414 | 0.407 | 0.171 | 0.068 | 0.453 | 0.366 | 0.128 | 0.069 | 0.531 | 0.169 | 0.364 | 0.084 | 0.041 | 0.169 | 0.273 | 0.117 | 0.368 | 0.318 | 0.315 | 0.114 | 0.120 | 1.000 | 0.288 | 0.090 | 0.187 | 0.272 | 0.137 | 0.309 | 0.197 | 0.237 | 0.426 | 0.149 | 0.161 | 0.222 | 0.292 | 0.216 | 0.161 | 0.344 | 0.103 | 0.047 | 0.000 | 0.047 | 0.227 | 0.124 | 0.031 | 0.360 | 0.227 | 0.074 | 0.207 | 0.099 | 0.000 | 0.418 | 0.128 | 0.255 | 0.290 | 0.236 | 0.000 | 0.097 | 0.163 | 0.259 | 0.149 | 0.000 | 0.119 | 0.352 | 0.140 | 0.508 | 0.332 | 0.033 |
| FullBath | 0.276 | 0.399 | 0.000 | 0.445 | 0.105 | 0.140 | 0.093 | 0.197 | 0.017 | 0.222 | 0.048 | 0.337 | 0.165 | 0.341 | 0.193 | 0.105 | 0.064 | 0.115 | 0.113 | 0.108 | 0.080 | 0.324 | 0.240 | 0.228 | 0.192 | 0.178 | 0.288 | 1.000 | 0.068 | 0.276 | 0.329 | 0.091 | 0.268 | 0.092 | 0.271 | 0.336 | 0.470 | 0.239 | 0.000 | 0.202 | 0.237 | 0.112 | 0.278 | 0.117 | 0.156 | 0.190 | 0.044 | 0.136 | 0.099 | 0.000 | 0.314 | 0.176 | 0.185 | 0.176 | 0.041 | 0.038 | 0.372 | 0.168 | 0.311 | 0.403 | 0.101 | 0.109 | 0.195 | 0.188 | 0.410 | 0.136 | 0.000 | 0.390 | 0.243 | 0.250 | 0.355 | 0.273 | 0.000 |
| Functional | 0.037 | 0.026 | 0.000 | 0.029 | 0.042 | 0.198 | 0.048 | 0.000 | 0.120 | 0.093 | 0.087 | 0.000 | 0.000 | 0.104 | 0.053 | 0.066 | 0.000 | 0.000 | 0.195 | 0.013 | 0.157 | 0.102 | 0.097 | 0.082 | 0.101 | 0.000 | 0.090 | 0.068 | 1.000 | 0.000 | 0.038 | 0.064 | 0.073 | 0.110 | 0.148 | 0.076 | 0.063 | 0.034 | 0.065 | 0.029 | 0.039 | 0.000 | 0.077 | 0.000 | 0.098 | 0.109 | 0.000 | 0.048 | 0.000 | 0.074 | 0.092 | 0.000 | 0.000 | 0.174 | 0.099 | 0.034 | 0.084 | 0.087 | 0.169 | 0.114 | 0.062 | 0.170 | 0.138 | 0.032 | 0.034 | 0.023 | 0.094 | 0.026 | 0.000 | 0.074 | 0.083 | 0.058 | 0.041 |
| GarageArea | 0.490 | 0.094 | 0.036 | 0.110 | 0.150 | 0.076 | 0.149 | 0.240 | -0.013 | 0.149 | 0.000 | 0.128 | 0.030 | 0.298 | 0.112 | 0.271 | 0.067 | 0.142 | 0.102 | -0.185 | 0.107 | 0.336 | 0.140 | 0.135 | 0.182 | 0.174 | 0.187 | 0.276 | 0.000 | 1.000 | 0.772 | 0.455 | 0.624 | 0.462 | 0.448 | -0.549 | 0.467 | 0.154 | 0.051 | 0.142 | 0.122 | 0.087 | 0.335 | 0.109 | 0.058 | 0.367 | 0.051 | 0.350 | 0.118 | -0.057 | 0.195 | 0.176 | 0.366 | 0.242 | -0.034 | 0.033 | 0.257 | 0.340 | 0.138 | 0.254 | 0.269 | 0.000 | 0.068 | 0.157 | 0.654 | 0.128 | 0.031 | 0.331 | 0.486 | 0.248 | -0.530 | -0.401 | 0.000 |
| GarageCars | 0.254 | 0.227 | 0.000 | 0.135 | 0.150 | 0.097 | 0.144 | 0.208 | 0.000 | 0.214 | 0.059 | 0.130 | 0.072 | 0.348 | 0.179 | 0.277 | 0.065 | 0.000 | 0.125 | 0.251 | 0.124 | 0.363 | 0.246 | 0.234 | 0.227 | 0.202 | 0.272 | 0.329 | 0.038 | 0.772 | 1.000 | 0.505 | 0.636 | 0.508 | 0.537 | 0.440 | 0.285 | 0.199 | 0.092 | 0.179 | 0.169 | 0.121 | 0.361 | 0.092 | 0.023 | 0.148 | 0.044 | 0.200 | 0.116 | 0.088 | 0.295 | 0.145 | 0.202 | 0.260 | 0.000 | 0.000 | 0.390 | 0.129 | 0.220 | 0.404 | 0.261 | 0.000 | 0.133 | 0.217 | 0.418 | 0.192 | 0.000 | 0.247 | 0.284 | 0.150 | 0.341 | 0.271 | 0.000 |
| GarageCond | 0.063 | 0.053 | 0.000 | 0.075 | 0.102 | 0.177 | 0.060 | 0.041 | 0.000 | 0.078 | 0.046 | 0.071 | 0.027 | 0.150 | 0.044 | 0.349 | 0.034 | 0.000 | 0.211 | 0.102 | 0.123 | 0.146 | 0.131 | 0.100 | 0.096 | 0.116 | 0.137 | 0.091 | 0.064 | 0.455 | 0.505 | 1.000 | 0.587 | 0.698 | 0.460 | 0.341 | 0.103 | 0.115 | 0.168 | 0.093 | 0.128 | 0.186 | 0.183 | 0.000 | 0.000 | 0.000 | 0.040 | 0.049 | 0.046 | 0.097 | 0.210 | 0.100 | 0.000 | 0.109 | 0.059 | 0.025 | 0.170 | 0.000 | 0.135 | 0.162 | 0.302 | 0.046 | 0.028 | 0.079 | 0.183 | 0.043 | 0.000 | 0.085 | 0.074 | 0.046 | 0.200 | 0.108 | 0.000 |
| GarageFinish | 0.221 | 0.176 | 0.000 | 0.128 | 0.186 | 0.122 | 0.155 | 0.189 | 0.019 | 0.225 | 0.082 | 0.122 | 0.061 | 0.341 | 0.129 | 0.321 | 0.122 | 0.000 | 0.148 | 0.135 | 0.137 | 0.340 | 0.285 | 0.275 | 0.234 | 0.227 | 0.309 | 0.268 | 0.073 | 0.624 | 0.636 | 0.587 | 1.000 | 0.589 | 0.685 | 0.465 | 0.244 | 0.200 | 0.113 | 0.242 | 0.209 | 0.139 | 0.318 | 0.104 | 0.000 | 0.115 | 0.032 | 0.162 | 0.140 | 0.112 | 0.383 | 0.194 | 0.158 | 0.221 | 0.000 | 0.000 | 0.417 | 0.147 | 0.233 | 0.372 | 0.269 | 0.000 | 0.095 | 0.188 | 0.392 | 0.171 | 0.013 | 0.203 | 0.246 | 0.189 | 0.391 | 0.287 | 0.000 |
| GarageQual | 0.068 | 0.100 | 0.028 | 0.085 | 0.118 | 0.213 | 0.056 | 0.051 | 0.000 | 0.080 | 0.041 | 0.078 | 0.032 | 0.164 | 0.073 | 0.315 | 0.035 | 0.151 | 0.307 | 0.100 | 0.163 | 0.143 | 0.118 | 0.098 | 0.095 | 0.123 | 0.197 | 0.092 | 0.110 | 0.462 | 0.508 | 0.698 | 0.589 | 1.000 | 0.459 | 0.349 | 0.155 | 0.108 | 0.128 | 0.090 | 0.144 | 0.125 | 0.182 | 0.041 | 0.000 | 0.073 | 0.000 | 0.077 | 0.076 | 0.162 | 0.235 | 0.125 | 0.000 | 0.121 | 0.054 | 0.000 | 0.197 | 0.085 | 0.164 | 0.160 | 0.281 | 0.084 | 0.000 | 0.081 | 0.222 | 0.025 | 0.156 | 0.121 | 0.075 | 0.052 | 0.237 | 0.114 | 0.026 |
| GarageType | 0.163 | 0.223 | 0.000 | 0.152 | 0.179 | 0.113 | 0.137 | 0.121 | 0.050 | 0.156 | 0.073 | 0.150 | 0.026 | 0.243 | 0.095 | 0.357 | 0.092 | 0.095 | 0.116 | 0.099 | 0.107 | 0.292 | 0.196 | 0.194 | 0.182 | 0.232 | 0.237 | 0.271 | 0.148 | 0.448 | 0.537 | 0.460 | 0.685 | 0.459 | 1.000 | 0.306 | 0.188 | 0.238 | 0.098 | 0.160 | 0.204 | 0.177 | 0.263 | 0.120 | 0.113 | 0.160 | 0.055 | 0.164 | 0.147 | 0.080 | 0.334 | 0.212 | 0.094 | 0.217 | 0.000 | 0.024 | 0.300 | 0.090 | 0.169 | 0.226 | 0.288 | 0.003 | 0.066 | 0.146 | 0.250 | 0.101 | 0.018 | 0.177 | 0.178 | 0.124 | 0.266 | 0.192 | 0.000 |
| GarageYrBlt_Age | -0.223 | -0.080 | -0.017 | 0.051 | 0.180 | 0.149 | 0.145 | -0.075 | 0.148 | 0.280 | 0.123 | 0.151 | 0.077 | 0.401 | -0.188 | 0.342 | 0.108 | 0.076 | 0.198 | 0.298 | 0.111 | 0.418 | 0.284 | 0.286 | 0.203 | 0.155 | 0.426 | 0.336 | 0.076 | -0.549 | 0.440 | 0.341 | 0.465 | 0.349 | 0.306 | 1.000 | -0.285 | 0.195 | 0.122 | 0.331 | 0.228 | 0.196 | 0.390 | 0.133 | 0.087 | -0.046 | 0.087 | -0.104 | 0.152 | 0.016 | 0.294 | 0.230 | -0.298 | 0.276 | 0.056 | -0.014 | 0.400 | -0.390 | 0.212 | 0.232 | 0.238 | 0.038 | 0.133 | 0.206 | -0.580 | 0.161 | 0.100 | -0.198 | -0.326 | -0.277 | 0.850 | 0.704 | 0.000 |
| GrLivArea | 0.487 | 0.643 | 0.036 | 0.539 | 0.104 | 0.038 | 0.098 | 0.047 | -0.065 | 0.105 | 0.048 | 0.024 | 0.000 | 0.215 | 0.260 | 0.180 | 0.065 | 0.209 | 0.045 | -0.054 | 0.066 | 0.296 | 0.096 | 0.090 | 0.231 | 0.275 | 0.149 | 0.470 | 0.063 | 0.467 | 0.285 | 0.103 | 0.244 | 0.155 | 0.188 | -0.285 | 1.000 | 0.292 | 0.091 | 0.134 | 0.294 | 0.061 | 0.268 | 0.077 | 0.000 | 0.442 | 0.075 | 0.338 | 0.117 | 0.057 | 0.289 | 0.121 | 0.325 | 0.147 | -0.069 | 0.081 | 0.239 | 0.396 | 0.123 | 0.277 | 0.124 | 0.142 | 0.070 | 0.086 | 0.729 | 0.046 | 0.086 | 0.828 | 0.366 | 0.229 | -0.292 | -0.284 | 0.044 |
| HalfBath | 0.115 | 0.453 | 0.000 | 0.254 | 0.215 | 0.095 | 0.107 | 0.022 | 0.000 | 0.102 | 0.085 | 0.181 | 0.161 | 0.176 | 0.122 | 0.131 | 0.070 | 0.000 | 0.083 | 0.076 | 0.045 | 0.152 | 0.113 | 0.166 | 0.172 | 0.167 | 0.161 | 0.239 | 0.034 | 0.154 | 0.199 | 0.115 | 0.200 | 0.108 | 0.238 | 0.195 | 0.292 | 1.000 | 0.000 | 0.101 | 0.463 | 0.179 | 0.145 | 0.019 | 0.057 | 0.064 | 0.021 | 0.129 | 0.088 | 0.000 | 0.527 | 0.140 | 0.137 | 0.097 | 0.000 | 0.058 | 0.299 | 0.148 | 0.076 | 0.224 | 0.081 | 0.010 | 0.161 | 0.145 | 0.211 | 0.033 | 0.051 | 0.256 | 0.150 | 0.085 | 0.222 | 0.203 | 0.000 |
| Heating | 0.000 | 0.065 | 0.000 | 0.066 | 0.112 | 0.190 | 0.177 | 0.000 | 0.000 | 0.167 | 0.151 | 0.000 | 0.000 | 0.182 | 0.000 | 0.469 | 0.000 | 0.000 | 0.115 | 0.121 | 0.048 | 0.044 | 0.135 | 0.181 | 0.000 | 0.000 | 0.222 | 0.000 | 0.065 | 0.051 | 0.092 | 0.168 | 0.113 | 0.128 | 0.098 | 0.122 | 0.091 | 0.000 | 1.000 | 0.244 | 0.143 | 0.091 | 0.158 | 0.000 | 0.000 | 0.000 | 0.000 | 0.108 | 0.000 | 0.308 | 0.156 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.056 | 0.079 | 0.095 | 0.167 | 0.151 | 0.000 | 0.000 | 0.000 | 0.082 | 0.065 | 0.085 | 0.035 | 0.136 | 0.000 | 0.167 | 0.091 | 0.028 |
| HeatingQC | 0.112 | 0.116 | 0.000 | 0.021 | 0.114 | 0.099 | 0.091 | 0.083 | 0.000 | 0.208 | 0.097 | 0.081 | 0.008 | 0.242 | 0.097 | 0.375 | 0.160 | 0.074 | 0.146 | 0.138 | 0.052 | 0.323 | 0.269 | 0.268 | 0.119 | 0.097 | 0.292 | 0.202 | 0.029 | 0.142 | 0.179 | 0.093 | 0.242 | 0.090 | 0.160 | 0.331 | 0.134 | 0.101 | 0.244 | 1.000 | 0.169 | 0.097 | 0.320 | 0.056 | 0.052 | 0.000 | 0.025 | 0.066 | 0.059 | 0.063 | 0.241 | 0.117 | 0.036 | 0.157 | 0.000 | 0.021 | 0.298 | 0.106 | 0.181 | 0.262 | 0.176 | 0.000 | 0.000 | 0.148 | 0.241 | 0.132 | 0.000 | 0.099 | 0.140 | 0.119 | 0.337 | 0.333 | 0.000 |
| HouseStyle | 0.152 | 0.433 | 0.000 | 0.243 | 0.158 | 0.080 | 0.201 | 0.112 | 0.000 | 0.149 | 0.060 | 0.215 | 0.102 | 0.188 | 0.150 | 0.235 | 0.083 | 0.131 | 0.108 | 0.136 | 0.105 | 0.180 | 0.160 | 0.169 | 0.113 | 0.101 | 0.216 | 0.237 | 0.039 | 0.122 | 0.169 | 0.128 | 0.209 | 0.144 | 0.204 | 0.228 | 0.294 | 0.463 | 0.143 | 0.169 | 1.000 | 0.149 | 0.146 | 0.128 | 0.000 | 0.000 | 0.000 | 0.135 | 0.079 | 0.270 | 0.853 | 0.186 | 0.048 | 0.165 | 0.000 | 0.000 | 0.297 | 0.127 | 0.123 | 0.143 | 0.163 | 0.052 | 0.098 | 0.091 | 0.131 | 0.055 | 0.074 | 0.270 | 0.183 | 0.052 | 0.291 | 0.206 | 0.000 |
| KitchenAbvGr | 0.000 | 0.031 | 0.000 | 0.237 | 0.493 | 0.178 | 0.167 | 0.052 | 0.000 | 0.169 | 0.155 | 0.182 | 0.498 | 0.180 | 0.064 | 0.237 | 0.063 | 0.106 | 0.106 | 0.056 | 0.000 | 0.080 | 0.158 | 0.130 | 0.076 | 0.087 | 0.161 | 0.112 | 0.000 | 0.087 | 0.121 | 0.186 | 0.139 | 0.125 | 0.177 | 0.196 | 0.061 | 0.179 | 0.091 | 0.097 | 0.149 | 1.000 | 0.099 | 0.000 | 0.000 | 0.000 | 0.042 | 0.074 | 0.039 | 0.000 | 0.499 | 0.091 | 0.000 | 0.000 | 0.000 | 0.014 | 0.104 | 0.000 | 0.076 | 0.103 | 0.124 | 0.195 | 0.168 | 0.330 | 0.045 | 0.000 | 0.000 | 0.172 | 0.147 | 0.000 | 0.214 | 0.114 | 0.000 |
| KitchenQual | 0.261 | 0.175 | 0.000 | 0.134 | 0.143 | 0.136 | 0.148 | 0.225 | 0.043 | 0.281 | 0.082 | 0.114 | 0.000 | 0.419 | 0.195 | 0.334 | 0.088 | 0.094 | 0.203 | 0.086 | 0.168 | 0.544 | 0.294 | 0.287 | 0.260 | 0.177 | 0.344 | 0.278 | 0.077 | 0.335 | 0.361 | 0.183 | 0.318 | 0.182 | 0.263 | 0.390 | 0.268 | 0.145 | 0.158 | 0.320 | 0.146 | 0.099 | 1.000 | 0.100 | 0.065 | 0.061 | 0.000 | 0.146 | 0.092 | 0.065 | 0.281 | 0.175 | 0.182 | 0.220 | 0.033 | 0.031 | 0.447 | 0.156 | 0.250 | 0.537 | 0.185 | 0.000 | 0.111 | 0.212 | 0.462 | 0.208 | 0.027 | 0.235 | 0.300 | 0.189 | 0.404 | 0.418 | 0.000 |
| LandContour | 0.048 | 0.056 | 0.066 | 0.116 | 0.074 | 0.065 | 0.178 | 0.122 | 0.000 | 0.090 | 0.000 | 0.116 | 0.018 | 0.096 | 0.066 | 0.131 | 0.000 | 0.066 | 0.046 | 0.057 | 0.000 | 0.143 | 0.116 | 0.116 | 0.067 | 0.037 | 0.103 | 0.117 | 0.000 | 0.109 | 0.092 | 0.000 | 0.104 | 0.041 | 0.120 | 0.133 | 0.077 | 0.019 | 0.000 | 0.056 | 0.128 | 0.000 | 0.100 | 1.000 | 0.433 | 0.260 | 0.047 | 0.130 | 0.098 | 0.074 | 0.148 | 0.104 | 0.029 | 0.085 | 0.000 | 0.071 | 0.350 | 0.000 | 0.108 | 0.167 | 0.120 | 0.181 | 0.175 | 0.121 | 0.088 | 0.039 | 0.000 | 0.068 | 0.096 | 0.110 | 0.166 | 0.130 | 0.000 |
| LandSlope | 0.000 | 0.020 | 0.070 | 0.130 | 0.003 | 0.163 | 0.193 | 0.103 | 0.111 | 0.046 | 0.079 | 0.137 | 0.034 | 0.000 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.105 | 0.119 | 0.104 | 0.012 | 0.107 | 0.047 | 0.156 | 0.098 | 0.058 | 0.023 | 0.000 | 0.000 | 0.000 | 0.113 | 0.087 | 0.000 | 0.057 | 0.000 | 0.052 | 0.000 | 0.000 | 0.065 | 0.433 | 1.000 | 0.370 | 0.049 | 0.112 | 0.063 | 0.054 | 0.111 | 0.070 | 0.000 | 0.019 | 0.000 | 0.023 | 0.285 | 0.000 | 0.229 | 0.179 | 0.000 | 0.380 | 0.366 | 0.059 | 0.032 | 0.000 | 0.091 | 0.079 | 0.000 | 0.091 | 0.097 | 0.076 | 0.000 |
| LotArea | 0.433 | 0.117 | 0.061 | 0.336 | 0.235 | 0.000 | 0.126 | 0.159 | 0.058 | 0.019 | 0.074 | 0.147 | 0.000 | 0.032 | 0.086 | 0.055 | 0.036 | 0.149 | 0.000 | -0.069 | 0.000 | 0.051 | 0.035 | 0.078 | 0.095 | 0.170 | 0.000 | 0.190 | 0.109 | 0.367 | 0.148 | 0.000 | 0.115 | 0.073 | 0.160 | -0.046 | 0.442 | 0.064 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.260 | 0.370 | 1.000 | 0.107 | 0.568 | 0.244 | -0.028 | 0.172 | 0.191 | 0.178 | 0.106 | 0.037 | 0.008 | 0.212 | 0.176 | 0.000 | 0.062 | 0.096 | 0.321 | 0.180 | 0.000 | 0.449 | 0.000 | 0.091 | 0.406 | 0.360 | 0.181 | -0.105 | -0.073 | 0.000 |
| LotConfig | 0.041 | 0.046 | 0.044 | 0.000 | 0.068 | 0.014 | 0.047 | 0.056 | 0.000 | 0.056 | 0.000 | 0.034 | 0.033 | 0.069 | 0.022 | 0.063 | 0.147 | 0.095 | 0.000 | 0.039 | 0.000 | 0.014 | 0.056 | 0.071 | 0.052 | 0.048 | 0.047 | 0.044 | 0.000 | 0.051 | 0.044 | 0.040 | 0.032 | 0.000 | 0.055 | 0.087 | 0.075 | 0.021 | 0.000 | 0.025 | 0.000 | 0.042 | 0.000 | 0.047 | 0.049 | 0.107 | 1.000 | 0.145 | 0.217 | 0.000 | 0.079 | 0.063 | 0.036 | 0.000 | 0.000 | 0.030 | 0.135 | 0.000 | 0.002 | 0.019 | 0.025 | 0.073 | 0.068 | 0.025 | 0.082 | 0.000 | 0.040 | 0.000 | 0.042 | 0.034 | 0.106 | 0.082 | 0.039 |
| LotFrontage | 0.385 | 0.052 | 0.045 | 0.289 | 0.395 | 0.087 | 0.085 | 0.145 | 0.040 | 0.076 | 0.048 | 0.096 | 0.000 | 0.160 | 0.105 | 0.194 | 0.046 | 0.061 | 0.047 | -0.101 | 0.000 | 0.151 | 0.098 | 0.121 | 0.136 | 0.144 | 0.227 | 0.136 | 0.048 | 0.350 | 0.200 | 0.049 | 0.162 | 0.077 | 0.164 | -0.104 | 0.338 | 0.129 | 0.108 | 0.066 | 0.135 | 0.074 | 0.146 | 0.130 | 0.112 | 0.568 | 0.145 | 1.000 | 0.264 | -0.042 | 0.305 | 0.238 | 0.260 | 0.168 | 0.021 | 0.024 | 0.299 | 0.163 | 0.063 | 0.127 | 0.155 | 0.000 | 0.083 | 0.080 | 0.388 | 0.033 | 0.039 | 0.323 | 0.352 | 0.109 | -0.193 | -0.105 | 0.023 |
| LotShape | 0.088 | 0.146 | 0.000 | 0.034 | 0.087 | 0.065 | 0.093 | 0.097 | 0.012 | 0.066 | 0.068 | 0.048 | 0.036 | 0.136 | 0.048 | 0.107 | 0.111 | 0.000 | 0.122 | 0.054 | 0.000 | 0.116 | 0.079 | 0.084 | 0.121 | 0.116 | 0.124 | 0.099 | 0.000 | 0.118 | 0.116 | 0.046 | 0.140 | 0.076 | 0.147 | 0.152 | 0.117 | 0.088 | 0.000 | 0.059 | 0.079 | 0.039 | 0.092 | 0.098 | 0.063 | 0.244 | 0.217 | 0.264 | 1.000 | 0.000 | 0.166 | 0.152 | 0.059 | 0.073 | 0.000 | 0.000 | 0.243 | 0.057 | 0.063 | 0.110 | 0.078 | 0.014 | 0.000 | 0.015 | 0.201 | 0.000 | 0.047 | 0.084 | 0.084 | 0.106 | 0.179 | 0.140 | 0.000 |
| LowQualFinSF | -0.043 | 0.050 | 0.025 | 0.014 | 0.078 | 0.075 | 0.000 | -0.088 | -0.011 | 0.059 | 0.000 | 0.000 | 0.000 | 0.033 | 0.026 | 0.126 | 0.000 | 0.095 | 0.000 | 0.033 | 0.090 | 0.097 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.074 | -0.057 | 0.088 | 0.097 | 0.112 | 0.162 | 0.080 | 0.016 | 0.057 | 0.000 | 0.308 | 0.063 | 0.270 | 0.000 | 0.065 | 0.074 | 0.054 | -0.028 | 0.000 | -0.042 | 0.000 | 1.000 | 0.225 | 0.146 | -0.106 | 0.000 | 0.040 | 0.003 | 0.113 | 0.011 | 0.079 | 0.025 | 0.092 | 0.060 | 0.000 | 0.000 | -0.074 | 0.000 | -0.017 | 0.038 | -0.088 | -0.038 | 0.141 | 0.065 | 0.022 |
| MSSubClass | 0.206 | 0.392 | 0.000 | 0.342 | 0.891 | 0.203 | 0.264 | 0.132 | 0.000 | 0.236 | 0.146 | 0.305 | 0.089 | 0.337 | 0.160 | 0.435 | 0.106 | 0.170 | 0.163 | 0.173 | 0.159 | 0.283 | 0.195 | 0.206 | 0.188 | 0.222 | 0.360 | 0.314 | 0.092 | 0.195 | 0.295 | 0.210 | 0.383 | 0.235 | 0.334 | 0.294 | 0.289 | 0.527 | 0.156 | 0.241 | 0.853 | 0.499 | 0.281 | 0.148 | 0.111 | 0.172 | 0.079 | 0.305 | 0.166 | 0.225 | 1.000 | 0.339 | 0.068 | 0.229 | 0.031 | 0.009 | 0.375 | 0.126 | 0.190 | 0.202 | 0.310 | 0.091 | 0.264 | 0.148 | 0.216 | 0.092 | 0.000 | 0.281 | 0.249 | 0.102 | 0.386 | 0.252 | 0.000 |
| MSZoning | 0.159 | 0.164 | 0.000 | 0.166 | 0.188 | 0.079 | 0.064 | 0.086 | 0.000 | 0.135 | 0.038 | 0.091 | 0.018 | 0.166 | 0.072 | 0.294 | 0.074 | 0.064 | 0.099 | 0.153 | 0.078 | 0.243 | 0.180 | 0.187 | 0.118 | 0.133 | 0.227 | 0.176 | 0.000 | 0.176 | 0.145 | 0.100 | 0.194 | 0.125 | 0.212 | 0.230 | 0.121 | 0.140 | 0.057 | 0.117 | 0.186 | 0.091 | 0.175 | 0.104 | 0.070 | 0.191 | 0.063 | 0.238 | 0.152 | 0.146 | 0.339 | 1.000 | 0.061 | 0.099 | 0.000 | 0.026 | 0.641 | 0.146 | 0.163 | 0.190 | 0.218 | 0.000 | 0.073 | 0.138 | 0.205 | 0.151 | 0.000 | 0.174 | 0.167 | 0.068 | 0.294 | 0.195 | 0.000 |
| MasVnrArea | 0.353 | 0.064 | 0.046 | 0.116 | 0.000 | 0.000 | 0.078 | 0.240 | -0.065 | 0.083 | 0.000 | 0.049 | 0.000 | 0.177 | 0.077 | 0.105 | 0.000 | 0.116 | 0.000 | -0.180 | 0.000 | 0.237 | 0.002 | 0.025 | 0.160 | 0.146 | 0.074 | 0.185 | 0.000 | 0.366 | 0.202 | 0.000 | 0.158 | 0.000 | 0.094 | -0.298 | 0.325 | 0.137 | 0.000 | 0.036 | 0.048 | 0.000 | 0.182 | 0.029 | 0.000 | 0.178 | 0.036 | 0.260 | 0.059 | -0.106 | 0.068 | 0.061 | 1.000 | 0.403 | -0.064 | 0.022 | 0.185 | 0.207 | 0.037 | 0.189 | 0.073 | 0.124 | 0.107 | 0.052 | 0.427 | 0.032 | 0.033 | 0.269 | 0.360 | 0.170 | -0.403 | -0.234 | 0.032 |
| MasVnrType | 0.220 | 0.122 | 0.000 | 0.056 | 0.088 | 0.058 | 0.128 | 0.174 | 0.103 | 0.197 | 0.061 | 0.102 | 0.039 | 0.253 | 0.168 | 0.178 | 0.051 | 0.000 | 0.078 | 0.107 | 0.061 | 0.247 | 0.224 | 0.215 | 0.200 | 0.131 | 0.207 | 0.176 | 0.174 | 0.242 | 0.260 | 0.109 | 0.221 | 0.121 | 0.217 | 0.276 | 0.147 | 0.097 | 0.000 | 0.157 | 0.165 | 0.000 | 0.220 | 0.085 | 0.019 | 0.106 | 0.000 | 0.168 | 0.073 | 0.000 | 0.229 | 0.099 | 0.403 | 1.000 | 0.000 | 0.000 | 0.381 | 0.107 | 0.165 | 0.278 | 0.147 | 0.039 | 0.132 | 0.196 | 0.248 | 0.184 | 0.000 | 0.151 | 0.245 | 0.132 | 0.304 | 0.277 | 0.022 |
| MiscVal | -0.046 | -0.028 | 0.012 | -0.005 | 0.000 | 0.064 | 0.053 | -0.008 | -0.000 | 0.074 | 0.000 | 0.077 | 0.000 | 0.060 | -0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.048 | 0.127 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.041 | 0.099 | -0.034 | 0.000 | 0.059 | 0.000 | 0.054 | 0.000 | 0.056 | -0.069 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.037 | 0.000 | 0.021 | 0.000 | 0.040 | 0.031 | 0.000 | -0.064 | 0.000 | 1.000 | 0.009 | 0.000 | -0.033 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.085 | 0.172 | -0.003 | -0.042 | -0.081 | 0.020 | 0.084 | 0.110 | 0.000 |
| MoSold | 0.056 | 0.043 | 0.041 | 0.048 | 0.007 | 0.000 | 0.008 | -0.011 | -0.025 | 0.007 | 0.000 | 0.000 | 0.008 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | -0.028 | 0.000 | 0.044 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.038 | 0.034 | 0.033 | 0.000 | 0.025 | 0.000 | 0.000 | 0.024 | -0.014 | 0.081 | 0.058 | 0.000 | 0.021 | 0.000 | 0.014 | 0.031 | 0.071 | 0.023 | 0.008 | 0.030 | 0.024 | 0.000 | 0.003 | 0.009 | 0.026 | 0.022 | 0.000 | 0.009 | 1.000 | 0.054 | 0.067 | 0.025 | 0.061 | 0.000 | 0.000 | 0.007 | 0.052 | 0.070 | 0.032 | 0.022 | 0.036 | 0.037 | 0.039 | -0.021 | -0.025 | 0.156 |
| Neighborhood | 0.227 | 0.238 | 0.000 | 0.207 | 0.419 | 0.130 | 0.238 | 0.184 | 0.128 | 0.292 | 0.153 | 0.243 | 0.142 | 0.470 | 0.193 | 0.377 | 0.186 | 0.024 | 0.169 | 0.137 | 0.145 | 0.487 | 0.291 | 0.318 | 0.305 | 0.303 | 0.418 | 0.372 | 0.084 | 0.257 | 0.390 | 0.170 | 0.417 | 0.197 | 0.300 | 0.400 | 0.239 | 0.299 | 0.056 | 0.298 | 0.297 | 0.104 | 0.447 | 0.350 | 0.285 | 0.212 | 0.135 | 0.299 | 0.243 | 0.113 | 0.375 | 0.641 | 0.185 | 0.381 | 0.000 | 0.054 | 1.000 | 0.122 | 0.223 | 0.322 | 0.308 | 0.117 | 0.205 | 0.223 | 0.316 | 0.170 | 0.043 | 0.206 | 0.237 | 0.195 | 0.482 | 0.394 | 0.000 |
| OpenPorchSF | 0.233 | 0.220 | 0.016 | 0.097 | 0.000 | 0.000 | 0.025 | 0.082 | -0.068 | 0.072 | 0.025 | 0.069 | 0.000 | 0.132 | 0.152 | 0.103 | 0.062 | 0.304 | 0.000 | -0.171 | 0.160 | 0.174 | 0.077 | 0.080 | 0.059 | 0.099 | 0.128 | 0.168 | 0.087 | 0.340 | 0.129 | 0.000 | 0.147 | 0.085 | 0.090 | -0.390 | 0.396 | 0.148 | 0.079 | 0.106 | 0.127 | 0.000 | 0.156 | 0.000 | 0.000 | 0.176 | 0.000 | 0.163 | 0.057 | 0.011 | 0.126 | 0.146 | 0.207 | 0.107 | -0.033 | 0.067 | 0.122 | 1.000 | 0.054 | 0.133 | 0.033 | 0.000 | 0.000 | 0.072 | 0.481 | 0.056 | 0.002 | 0.283 | 0.270 | 0.124 | -0.394 | -0.355 | 0.000 |
| OverallCond | 0.075 | 0.092 | 0.006 | 0.074 | 0.131 | 0.414 | 0.104 | 0.071 | 0.000 | 0.165 | 0.075 | 0.036 | 0.104 | 0.282 | 0.070 | 0.319 | 0.052 | 0.112 | 0.240 | 0.071 | 0.381 | 0.325 | 0.188 | 0.168 | 0.089 | 0.105 | 0.255 | 0.311 | 0.169 | 0.138 | 0.220 | 0.135 | 0.233 | 0.164 | 0.169 | 0.212 | 0.123 | 0.076 | 0.095 | 0.181 | 0.123 | 0.076 | 0.250 | 0.108 | 0.229 | 0.000 | 0.002 | 0.063 | 0.063 | 0.079 | 0.190 | 0.163 | 0.037 | 0.165 | 0.046 | 0.025 | 0.223 | 0.054 | 1.000 | 0.328 | 0.192 | 0.000 | 0.047 | 0.116 | 0.162 | 0.104 | 0.024 | 0.063 | 0.101 | 0.061 | 0.250 | 0.168 | 0.052 |
| OverallQual | 0.237 | 0.196 | 0.000 | 0.140 | 0.126 | 0.308 | 0.211 | 0.173 | 0.000 | 0.240 | 0.135 | 0.084 | 0.065 | 0.457 | 0.159 | 0.372 | 0.063 | 0.177 | 0.140 | 0.035 | 0.197 | 0.624 | 0.202 | 0.194 | 0.273 | 0.261 | 0.290 | 0.403 | 0.114 | 0.254 | 0.404 | 0.162 | 0.372 | 0.160 | 0.226 | 0.232 | 0.277 | 0.224 | 0.167 | 0.262 | 0.143 | 0.103 | 0.537 | 0.167 | 0.179 | 0.062 | 0.019 | 0.127 | 0.110 | 0.025 | 0.202 | 0.190 | 0.189 | 0.278 | 0.000 | 0.061 | 0.322 | 0.133 | 0.328 | 1.000 | 0.172 | 0.064 | 0.117 | 0.152 | 0.385 | 0.162 | 0.000 | 0.196 | 0.269 | 0.115 | 0.262 | 0.220 | 0.000 |
| PavedDrive | 0.101 | 0.110 | 0.000 | 0.100 | 0.140 | 0.165 | 0.103 | 0.142 | 0.000 | 0.189 | 0.086 | 0.089 | 0.015 | 0.192 | 0.094 | 0.331 | 0.100 | 0.000 | 0.193 | 0.208 | 0.145 | 0.183 | 0.196 | 0.178 | 0.122 | 0.108 | 0.236 | 0.101 | 0.062 | 0.269 | 0.261 | 0.302 | 0.269 | 0.281 | 0.288 | 0.238 | 0.124 | 0.081 | 0.151 | 0.176 | 0.163 | 0.124 | 0.185 | 0.120 | 0.000 | 0.096 | 0.025 | 0.155 | 0.078 | 0.092 | 0.310 | 0.218 | 0.073 | 0.147 | 0.000 | 0.000 | 0.308 | 0.033 | 0.192 | 0.172 | 1.000 | 0.000 | 0.108 | 0.107 | 0.219 | 0.070 | 0.000 | 0.096 | 0.159 | 0.077 | 0.350 | 0.179 | 0.000 |
| RoofMatl | 0.216 | 0.107 | 0.151 | 0.111 | 0.040 | 0.052 | 0.121 | 0.092 | 0.178 | 0.045 | 0.105 | 0.125 | 0.160 | 0.000 | 0.000 | 0.000 | 0.069 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.192 | 0.106 | 0.062 | 0.088 | 0.000 | 0.109 | 0.170 | 0.000 | 0.000 | 0.046 | 0.000 | 0.084 | 0.003 | 0.038 | 0.142 | 0.010 | 0.000 | 0.000 | 0.052 | 0.195 | 0.000 | 0.181 | 0.380 | 0.321 | 0.073 | 0.000 | 0.014 | 0.060 | 0.091 | 0.000 | 0.124 | 0.039 | 0.000 | 0.000 | 0.117 | 0.000 | 0.000 | 0.064 | 0.000 | 1.000 | 0.474 | 0.047 | 0.179 | 0.000 | 0.106 | 0.082 | 0.156 | 0.177 | 0.076 | 0.054 | 0.000 |
| RoofStyle | 0.141 | 0.143 | 0.000 | 0.190 | 0.005 | 0.051 | 0.119 | 0.100 | 0.143 | 0.052 | 0.065 | 0.228 | 0.140 | 0.138 | 0.091 | 0.057 | 0.065 | 0.000 | 0.000 | 0.164 | 0.091 | 0.148 | 0.135 | 0.155 | 0.085 | 0.082 | 0.097 | 0.195 | 0.138 | 0.068 | 0.133 | 0.028 | 0.095 | 0.000 | 0.066 | 0.133 | 0.070 | 0.161 | 0.000 | 0.000 | 0.098 | 0.168 | 0.111 | 0.175 | 0.366 | 0.180 | 0.068 | 0.083 | 0.000 | 0.000 | 0.264 | 0.073 | 0.107 | 0.132 | 0.000 | 0.007 | 0.205 | 0.000 | 0.047 | 0.117 | 0.108 | 0.474 | 1.000 | 0.086 | 0.116 | 0.000 | 0.072 | 0.085 | 0.137 | 0.045 | 0.157 | 0.068 | 0.018 |
| SaleCondition | 0.114 | 0.045 | 0.000 | 0.112 | 0.149 | 0.097 | 0.115 | 0.119 | 0.000 | 0.125 | 0.072 | 0.193 | 0.253 | 0.226 | 0.132 | 0.114 | 0.000 | 0.000 | 0.141 | 0.056 | 0.052 | 0.237 | 0.171 | 0.163 | 0.120 | 0.091 | 0.163 | 0.188 | 0.032 | 0.157 | 0.217 | 0.079 | 0.188 | 0.081 | 0.146 | 0.206 | 0.086 | 0.145 | 0.000 | 0.148 | 0.091 | 0.330 | 0.212 | 0.121 | 0.059 | 0.000 | 0.025 | 0.080 | 0.015 | 0.000 | 0.148 | 0.138 | 0.052 | 0.196 | 0.000 | 0.052 | 0.223 | 0.072 | 0.116 | 0.152 | 0.107 | 0.047 | 0.086 | 1.000 | 0.169 | 0.471 | 0.000 | 0.092 | 0.138 | 0.000 | 0.199 | 0.239 | 0.082 |
| SalePrice | 0.568 | 0.295 | 0.067 | 0.229 | 0.090 | 0.152 | 0.212 | 0.295 | -0.049 | 0.211 | 0.107 | 0.174 | 0.080 | 0.409 | 0.192 | 0.413 | 0.066 | 0.018 | 0.116 | -0.222 | 0.101 | 0.485 | 0.166 | 0.160 | 0.278 | 0.287 | 0.259 | 0.410 | 0.034 | 0.654 | 0.418 | 0.183 | 0.392 | 0.222 | 0.250 | -0.580 | 0.729 | 0.211 | 0.082 | 0.241 | 0.131 | 0.045 | 0.462 | 0.088 | 0.032 | 0.449 | 0.082 | 0.388 | 0.201 | -0.074 | 0.216 | 0.205 | 0.427 | 0.248 | -0.085 | 0.070 | 0.316 | 0.481 | 0.162 | 0.385 | 0.219 | 0.179 | 0.116 | 0.169 | 1.000 | 0.130 | 0.101 | 0.534 | 0.601 | 0.355 | -0.661 | -0.577 | 0.000 |
| SaleType | 0.088 | 0.009 | 0.000 | 0.057 | 0.101 | 0.073 | 0.093 | 0.127 | 0.091 | 0.094 | 0.054 | 0.172 | 0.005 | 0.210 | 0.092 | 0.128 | 0.036 | 0.005 | 0.000 | 0.107 | 0.092 | 0.262 | 0.120 | 0.119 | 0.127 | 0.079 | 0.149 | 0.136 | 0.023 | 0.128 | 0.192 | 0.043 | 0.171 | 0.025 | 0.101 | 0.161 | 0.046 | 0.033 | 0.065 | 0.132 | 0.055 | 0.000 | 0.208 | 0.039 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.092 | 0.151 | 0.032 | 0.184 | 0.172 | 0.032 | 0.170 | 0.056 | 0.104 | 0.162 | 0.070 | 0.000 | 0.000 | 0.471 | 0.130 | 1.000 | 0.000 | 0.046 | 0.093 | 0.000 | 0.154 | 0.190 | 0.087 |
| ScreenPorch | 0.108 | 0.010 | -0.037 | 0.035 | 0.000 | 0.000 | 0.014 | 0.071 | 0.048 | 0.052 | 0.000 | 0.061 | 0.000 | 0.000 | -0.009 | 0.000 | 0.000 | 0.000 | 0.000 | -0.080 | 0.000 | 0.025 | 0.050 | 0.076 | 0.055 | 0.120 | 0.000 | 0.000 | 0.094 | 0.031 | 0.000 | 0.000 | 0.013 | 0.156 | 0.018 | 0.100 | 0.086 | 0.051 | 0.085 | 0.000 | 0.074 | 0.000 | 0.027 | 0.000 | 0.091 | 0.091 | 0.040 | 0.039 | 0.047 | -0.017 | 0.000 | 0.000 | 0.033 | 0.000 | -0.003 | 0.022 | 0.043 | 0.002 | 0.024 | 0.000 | 0.000 | 0.106 | 0.072 | 0.000 | 0.101 | 0.000 | 1.000 | 0.031 | 0.089 | -0.093 | 0.073 | 0.046 | 0.000 |
| TotRmsAbvGrd | 0.360 | 0.583 | 0.005 | 0.666 | 0.199 | 0.069 | 0.083 | -0.057 | -0.070 | 0.096 | 0.041 | 0.074 | 0.000 | 0.162 | 0.268 | 0.115 | 0.064 | 0.068 | 0.063 | -0.033 | 0.000 | 0.276 | 0.095 | 0.097 | 0.175 | 0.209 | 0.119 | 0.390 | 0.026 | 0.331 | 0.247 | 0.085 | 0.203 | 0.121 | 0.177 | -0.198 | 0.828 | 0.256 | 0.035 | 0.099 | 0.270 | 0.172 | 0.235 | 0.068 | 0.079 | 0.406 | 0.000 | 0.323 | 0.084 | 0.038 | 0.281 | 0.174 | 0.269 | 0.151 | -0.042 | 0.036 | 0.206 | 0.283 | 0.063 | 0.196 | 0.096 | 0.082 | 0.085 | 0.092 | 0.534 | 0.046 | 0.031 | 1.000 | 0.234 | 0.170 | -0.180 | -0.201 | 0.000 |
| TotalBsmtSF | 0.831 | -0.296 | 0.046 | 0.056 | 0.209 | 0.451 | 0.477 | 0.402 | 0.061 | 0.389 | 0.363 | 0.199 | 0.000 | 0.528 | 0.337 | 0.241 | 0.054 | 0.150 | 0.100 | -0.176 | 0.043 | 0.338 | 0.123 | 0.119 | 0.195 | 0.205 | 0.352 | 0.243 | 0.000 | 0.486 | 0.284 | 0.074 | 0.246 | 0.075 | 0.178 | -0.326 | 0.366 | 0.150 | 0.136 | 0.140 | 0.183 | 0.147 | 0.300 | 0.096 | 0.000 | 0.360 | 0.042 | 0.352 | 0.084 | -0.088 | 0.249 | 0.167 | 0.360 | 0.245 | -0.081 | 0.037 | 0.237 | 0.270 | 0.101 | 0.269 | 0.159 | 0.156 | 0.137 | 0.138 | 0.601 | 0.093 | 0.089 | 0.234 | 1.000 | 0.230 | -0.428 | -0.302 | 0.000 |
| WoodDeckSF | 0.214 | 0.075 | -0.023 | 0.059 | 0.084 | 0.025 | 0.165 | 0.174 | 0.066 | 0.114 | 0.051 | 0.235 | 0.000 | 0.175 | -0.032 | 0.151 | 0.060 | 0.000 | 0.039 | -0.159 | 0.039 | 0.177 | 0.099 | 0.098 | 0.126 | 0.144 | 0.140 | 0.250 | 0.074 | 0.248 | 0.150 | 0.046 | 0.189 | 0.052 | 0.124 | -0.277 | 0.229 | 0.085 | 0.000 | 0.119 | 0.052 | 0.000 | 0.189 | 0.110 | 0.091 | 0.181 | 0.034 | 0.109 | 0.106 | -0.038 | 0.102 | 0.068 | 0.170 | 0.132 | 0.020 | 0.039 | 0.195 | 0.124 | 0.061 | 0.115 | 0.077 | 0.177 | 0.045 | 0.000 | 0.355 | 0.000 | -0.093 | 0.170 | 0.230 | 1.000 | -0.287 | -0.235 | 0.043 |
| YearBuilt_Age | -0.294 | -0.031 | -0.020 | 0.034 | 0.253 | 0.190 | 0.186 | -0.188 | 0.110 | 0.330 | 0.149 | 0.185 | 0.094 | 0.459 | -0.140 | 0.445 | 0.122 | 0.177 | 0.167 | 0.411 | 0.187 | 0.438 | 0.334 | 0.324 | 0.215 | 0.169 | 0.508 | 0.355 | 0.083 | -0.530 | 0.341 | 0.200 | 0.391 | 0.237 | 0.266 | 0.850 | -0.292 | 0.222 | 0.167 | 0.337 | 0.291 | 0.214 | 0.404 | 0.166 | 0.097 | -0.105 | 0.106 | -0.193 | 0.179 | 0.141 | 0.386 | 0.294 | -0.403 | 0.304 | 0.084 | -0.021 | 0.482 | -0.394 | 0.250 | 0.262 | 0.350 | 0.076 | 0.157 | 0.199 | -0.661 | 0.154 | 0.073 | -0.180 | -0.428 | -0.287 | 1.000 | 0.692 | 0.000 |
| YearRemodAdd_Age | -0.240 | -0.074 | -0.054 | 0.056 | 0.191 | 0.117 | 0.153 | -0.061 | 0.124 | 0.250 | 0.125 | 0.142 | 0.085 | 0.343 | -0.177 | 0.385 | 0.090 | 0.000 | 0.203 | 0.236 | 0.102 | 0.382 | 0.283 | 0.278 | 0.228 | 0.146 | 0.332 | 0.273 | 0.058 | -0.401 | 0.271 | 0.108 | 0.287 | 0.114 | 0.192 | 0.704 | -0.284 | 0.203 | 0.091 | 0.333 | 0.206 | 0.114 | 0.418 | 0.130 | 0.076 | -0.073 | 0.082 | -0.105 | 0.140 | 0.065 | 0.252 | 0.195 | -0.234 | 0.277 | 0.110 | -0.025 | 0.394 | -0.355 | 0.168 | 0.220 | 0.179 | 0.054 | 0.068 | 0.239 | -0.577 | 0.190 | 0.046 | -0.201 | -0.302 | -0.235 | 0.692 | 1.000 | 0.000 |
| YrSold_Age | 0.033 | 0.000 | 0.000 | 0.014 | 0.000 | 0.051 | 0.028 | 0.000 | 0.029 | 0.000 | 0.000 | 0.057 | 0.022 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.036 | 0.043 | 0.031 | 0.000 | 0.037 | 0.033 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.044 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.023 | 0.000 | 0.022 | 0.000 | 0.000 | 0.032 | 0.022 | 0.000 | 0.156 | 0.000 | 0.000 | 0.052 | 0.000 | 0.000 | 0.000 | 0.018 | 0.082 | 0.000 | 0.087 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.000 | 1.000 |
| LotFrontage | LotArea | MasVnrArea | BsmtFinSF1 | BsmtFinSF2 | BsmtUnfSF | TotalBsmtSF | 1stFlrSF | 2ndFlrSF | LowQualFinSF | GrLivArea | BsmtFullBath | BsmtHalfBath | FullBath | HalfBath | BedroomAbvGr | KitchenAbvGr | TotRmsAbvGrd | Fireplaces | GarageCars | GarageArea | WoodDeckSF | OpenPorchSF | EnclosedPorch | 3SsnPorch | ScreenPorch | PoolArea | MiscVal | MoSold | SalePrice | YearBuilt_Age | YearRemodAdd_Age | GarageYrBlt_Age | YrSold_Age | MSSubClass | MSZoning | LotShape | LandContour | LotConfig | LandSlope | Neighborhood | Condition1 | Condition2 | BldgType | HouseStyle | OverallQual | OverallCond | RoofStyle | RoofMatl | Exterior1st | Exterior2nd | MasVnrType | ExterQual | ExterCond | Foundation | BsmtQual | BsmtCond | BsmtExposure | BsmtFinType1 | BsmtFinType2 | Heating | HeatingQC | CentralAir | Electrical | KitchenQual | Functional | FireplaceQu | GarageType | GarageFinish | GarageQual | GarageCond | PavedDrive | SaleType | SaleCondition | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 65.000000 | 8450.0 | 196.0 | 706.0 | 0.0 | 150.0 | 856.0 | 856.0 | 854.0 | 0.0 | 1710.0 | 1.0 | 0.0 | 2.0 | 1.0 | 3.0 | 1.0 | 8.0 | 0.0 | 2.0 | 548.0 | 0.0 | 61.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 208500.0 | 21.0 | 21.0 | 21.0 | 16.0 | 2-STORY 1946 & NEWER | RL | Reg | Lvl | Inside | Gtl | CollgCr | Norm | Norm | 1Fam | 2Story | Good | Average | Gable | CompShg | VinylSd | VinylSd | BrkFace | Gd | TA | PConc | Gd | TA | No | GLQ | Unf | GasA | Ex | Y | SBrkr | Gd | Typ | NA | Attchd | RFn | TA | TA | Y | WD | Normal |
| 1 | 80.000000 | 9600.0 | 0.0 | 978.0 | 0.0 | 284.0 | 1262.0 | 1262.0 | 0.0 | 0.0 | 1262.0 | 0.0 | 1.0 | 2.0 | 0.0 | 3.0 | 1.0 | 6.0 | 1.0 | 2.0 | 460.0 | 298.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 181500.0 | 48.0 | 48.0 | 48.0 | 17.0 | 1-STORY 1946 & NEWER ALL STYLES | RL | Reg | Lvl | FR2 | Gtl | Veenker | Feedr | Norm | 1Fam | 1Story | Above Average | Very Good | Gable | CompShg | MetalSd | MetalSd | NA | TA | TA | CBlock | Gd | TA | Gd | ALQ | Unf | GasA | Ex | Y | SBrkr | TA | Typ | TA | Attchd | RFn | TA | TA | Y | WD | Normal |
| 2 | 68.000000 | 11250.0 | 162.0 | 486.0 | 0.0 | 434.0 | 920.0 | 920.0 | 866.0 | 0.0 | 1786.0 | 1.0 | 0.0 | 2.0 | 1.0 | 3.0 | 1.0 | 6.0 | 1.0 | 2.0 | 608.0 | 0.0 | 42.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 9.0 | 223500.0 | 23.0 | 22.0 | 23.0 | 16.0 | 2-STORY 1946 & NEWER | RL | IR1 | Lvl | Inside | Gtl | CollgCr | Norm | Norm | 1Fam | 2Story | Good | Average | Gable | CompShg | VinylSd | VinylSd | BrkFace | Gd | TA | PConc | Gd | TA | Mn | GLQ | Unf | GasA | Ex | Y | SBrkr | Gd | Typ | TA | Attchd | RFn | TA | TA | Y | WD | Normal |
| 3 | 60.000000 | 9550.0 | 0.0 | 216.0 | 0.0 | 540.0 | 756.0 | 961.0 | 756.0 | 0.0 | 1717.0 | 1.0 | 0.0 | 1.0 | 0.0 | 3.0 | 1.0 | 7.0 | 1.0 | 3.0 | 642.0 | 0.0 | 35.0 | 272.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 140000.0 | 109.0 | 54.0 | 26.0 | 18.0 | 2-STORY 1945 & OLDER | RL | IR1 | Lvl | Corner | Gtl | Crawfor | Norm | Norm | 1Fam | 2Story | Good | Average | Gable | CompShg | Wd Sdng | Wd Shng | NA | TA | TA | BrkTil | TA | Gd | No | ALQ | Unf | GasA | Gd | Y | SBrkr | Gd | Typ | Gd | Detchd | Unf | TA | TA | Y | WD | Abnorml |
| 4 | 84.000000 | 14260.0 | 350.0 | 655.0 | 0.0 | 490.0 | 1145.0 | 1145.0 | 1053.0 | 0.0 | 2198.0 | 1.0 | 0.0 | 2.0 | 1.0 | 4.0 | 1.0 | 9.0 | 1.0 | 3.0 | 836.0 | 192.0 | 84.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.0 | 250000.0 | 24.0 | 24.0 | 24.0 | 16.0 | 2-STORY 1946 & NEWER | RL | IR1 | Lvl | FR2 | Gtl | NoRidge | Norm | Norm | 1Fam | 2Story | Very Good | Average | Gable | CompShg | VinylSd | VinylSd | BrkFace | Gd | TA | PConc | Gd | TA | Av | GLQ | Unf | GasA | Ex | Y | SBrkr | Gd | Typ | TA | Attchd | RFn | TA | TA | Y | WD | Normal |
| 5 | 85.000000 | 14115.0 | 0.0 | 732.0 | 0.0 | 64.0 | 796.0 | 796.0 | 566.0 | 0.0 | 1362.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 5.0 | 0.0 | 2.0 | 480.0 | 40.0 | 30.0 | 0.0 | 320.0 | 0.0 | 0.0 | 700.0 | 10.0 | 143000.0 | 31.0 | 29.0 | 31.0 | 15.0 | 1-1/2 STORY FINISHED ALL AGES | RL | IR1 | Lvl | Inside | Gtl | Mitchel | Norm | Norm | 1Fam | 1.5Fin | Average | Average | Gable | CompShg | VinylSd | VinylSd | NA | TA | TA | Wood | Gd | TA | No | GLQ | Unf | GasA | Ex | Y | SBrkr | TA | Typ | NA | Attchd | Unf | TA | TA | Y | WD | Normal |
| 6 | 75.000000 | 10084.0 | 186.0 | 1369.0 | 0.0 | 317.0 | 1686.0 | 1694.0 | 0.0 | 0.0 | 1694.0 | 1.0 | 0.0 | 2.0 | 0.0 | 3.0 | 1.0 | 7.0 | 1.0 | 2.0 | 636.0 | 255.0 | 57.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 307000.0 | 20.0 | 19.0 | 20.0 | 17.0 | 1-STORY 1946 & NEWER ALL STYLES | RL | Reg | Lvl | Inside | Gtl | Somerst | Norm | Norm | 1Fam | 1Story | Very Good | Average | Gable | CompShg | VinylSd | VinylSd | Stone | Gd | TA | PConc | Ex | TA | Av | GLQ | Unf | GasA | Ex | Y | SBrkr | Gd | Typ | Gd | Attchd | RFn | TA | TA | Y | WD | Normal |
| 7 | 70.049958 | 10382.0 | 240.0 | 859.0 | 32.0 | 216.0 | 1107.0 | 1107.0 | 983.0 | 0.0 | 2090.0 | 1.0 | 0.0 | 2.0 | 1.0 | 3.0 | 1.0 | 7.0 | 2.0 | 2.0 | 484.0 | 235.0 | 204.0 | 228.0 | 0.0 | 0.0 | 0.0 | 350.0 | 11.0 | 200000.0 | 51.0 | 51.0 | 51.0 | 15.0 | 2-STORY 1946 & NEWER | RL | IR1 | Lvl | Corner | Gtl | NWAmes | PosN | Norm | 1Fam | 2Story | Good | Above Average | Gable | CompShg | HdBoard | HdBoard | Stone | TA | TA | CBlock | Gd | TA | Mn | ALQ | BLQ | GasA | Ex | Y | SBrkr | TA | Typ | TA | Attchd | RFn | TA | TA | Y | WD | Normal |
| 8 | 51.000000 | 6120.0 | 0.0 | 0.0 | 0.0 | 952.0 | 952.0 | 1022.0 | 752.0 | 0.0 | 1774.0 | 0.0 | 0.0 | 2.0 | 0.0 | 2.0 | 2.0 | 8.0 | 2.0 | 2.0 | 468.0 | 90.0 | 0.0 | 205.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 129900.0 | 93.0 | 74.0 | 93.0 | 16.0 | 1-1/2 STORY FINISHED ALL AGES | RM | Reg | Lvl | Inside | Gtl | OldTown | Artery | Norm | 1Fam | 1.5Fin | Good | Average | Gable | CompShg | BrkFace | Wd Shng | NA | TA | TA | BrkTil | TA | TA | No | Unf | Unf | GasA | Gd | Y | FuseF | TA | Min1 | TA | Detchd | Unf | Fa | TA | Y | WD | Abnorml |
| 9 | 50.000000 | 7420.0 | 0.0 | 851.0 | 0.0 | 140.0 | 991.0 | 1077.0 | 0.0 | 0.0 | 1077.0 | 1.0 | 0.0 | 1.0 | 0.0 | 2.0 | 2.0 | 5.0 | 2.0 | 1.0 | 205.0 | 0.0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 118000.0 | 85.0 | 74.0 | 85.0 | 16.0 | 2 FAMILY CONVERSION - ALL STYLES AND AGES | RL | Reg | Lvl | Corner | Gtl | BrkSide | Artery | Artery | 2fmCon | 1.5Unf | Average | Above Average | Gable | CompShg | MetalSd | MetalSd | NA | TA | TA | BrkTil | TA | TA | No | GLQ | Unf | GasA | Ex | Y | SBrkr | TA | Typ | TA | Attchd | RFn | Gd | TA | Y | WD | Normal |
| LotFrontage | LotArea | MasVnrArea | BsmtFinSF1 | BsmtFinSF2 | BsmtUnfSF | TotalBsmtSF | 1stFlrSF | 2ndFlrSF | LowQualFinSF | GrLivArea | BsmtFullBath | BsmtHalfBath | FullBath | HalfBath | BedroomAbvGr | KitchenAbvGr | TotRmsAbvGrd | Fireplaces | GarageCars | GarageArea | WoodDeckSF | OpenPorchSF | EnclosedPorch | 3SsnPorch | ScreenPorch | PoolArea | MiscVal | MoSold | SalePrice | YearBuilt_Age | YearRemodAdd_Age | GarageYrBlt_Age | YrSold_Age | MSSubClass | MSZoning | LotShape | LandContour | LotConfig | LandSlope | Neighborhood | Condition1 | Condition2 | BldgType | HouseStyle | OverallQual | OverallCond | RoofStyle | RoofMatl | Exterior1st | Exterior2nd | MasVnrType | ExterQual | ExterCond | Foundation | BsmtQual | BsmtCond | BsmtExposure | BsmtFinType1 | BsmtFinType2 | Heating | HeatingQC | CentralAir | Electrical | KitchenQual | Functional | FireplaceQu | GarageType | GarageFinish | GarageQual | GarageCond | PavedDrive | SaleType | SaleCondition | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1449 | 21.0 | 1533.0 | 0.0 | 553.0 | 0.0 | 77.0 | 630.0 | 630.0 | 0.0 | 0.0 | 630.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 92000.0 | 54.0 | 54.0 | 45.493836 | 18.0 | PUD - MULTILEVEL - INCL SPLIT LEV/FOYER | RM | Reg | Lvl | Inside | Gtl | MeadowV | Norm | Norm | Twnhs | SFoyer | Average | Good | Gable | CompShg | CemntBd | CmentBd | NA | TA | TA | CBlock | Gd | TA | Av | GLQ | Unf | GasA | Ex | Y | SBrkr | Ex | Typ | NA | NA | NA | NA | NA | Y | WD | Abnorml |
| 1450 | 60.0 | 9000.0 | 0.0 | 0.0 | 0.0 | 896.0 | 896.0 | 896.0 | 896.0 | 0.0 | 1792.0 | 0.0 | 0.0 | 2.0 | 2.0 | 4.0 | 2.0 | 8.0 | 0.0 | 0.0 | 0.0 | 32.0 | 45.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 9.0 | 136000.0 | 50.0 | 50.0 | 45.493836 | 15.0 | DUPLEX - ALL STYLES AND AGES | RL | Reg | Lvl | FR2 | Gtl | NAmes | Norm | Norm | Duplex | 2Story | Average | Average | Gable | CompShg | VinylSd | VinylSd | NA | TA | TA | CBlock | Gd | TA | No | Unf | Unf | GasA | TA | Y | SBrkr | TA | Typ | NA | NA | NA | NA | NA | Y | WD | Normal |
| 1451 | 78.0 | 9262.0 | 194.0 | 0.0 | 0.0 | 1573.0 | 1573.0 | 1578.0 | 0.0 | 0.0 | 1578.0 | 0.0 | 0.0 | 2.0 | 0.0 | 3.0 | 1.0 | 7.0 | 1.0 | 3.0 | 840.0 | 0.0 | 36.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 287090.0 | 16.0 | 15.0 | 16.000000 | 15.0 | 1-STORY 1946 & NEWER ALL STYLES | RL | Reg | Lvl | Inside | Gtl | Somerst | Norm | Norm | 1Fam | 1Story | Very Good | Average | Gable | CompShg | CemntBd | CmentBd | Stone | Gd | TA | PConc | Gd | TA | No | Unf | Unf | GasA | Ex | Y | SBrkr | Ex | Typ | Gd | Attchd | Fin | TA | TA | Y | New | Partial |
| 1452 | 35.0 | 3675.0 | 80.0 | 547.0 | 0.0 | 0.0 | 547.0 | 1072.0 | 0.0 | 0.0 | 1072.0 | 1.0 | 0.0 | 1.0 | 0.0 | 2.0 | 1.0 | 5.0 | 0.0 | 2.0 | 525.0 | 0.0 | 28.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 145000.0 | 19.0 | 19.0 | 19.000000 | 18.0 | PUD - MULTILEVEL - INCL SPLIT LEV/FOYER | RM | Reg | Lvl | Inside | Gtl | Edwards | Norm | Norm | TwnhsE | SLvl | Average | Average | Gable | CompShg | VinylSd | VinylSd | BrkFace | TA | TA | PConc | Gd | TA | Gd | GLQ | Unf | GasA | Gd | Y | SBrkr | TA | Typ | NA | Basment | Fin | TA | TA | Y | WD | Normal |
| 1453 | 90.0 | 17217.0 | 0.0 | 0.0 | 0.0 | 1140.0 | 1140.0 | 1140.0 | 0.0 | 0.0 | 1140.0 | 0.0 | 0.0 | 1.0 | 0.0 | 3.0 | 1.0 | 6.0 | 0.0 | 0.0 | 0.0 | 36.0 | 56.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 7.0 | 84500.0 | 18.0 | 18.0 | 45.493836 | 18.0 | 1-STORY 1946 & NEWER ALL STYLES | RL | Reg | Lvl | Inside | Gtl | Mitchel | Norm | Norm | 1Fam | 1Story | Average | Average | Gable | CompShg | VinylSd | VinylSd | NA | TA | TA | PConc | Gd | TA | No | Unf | Unf | GasA | Ex | Y | SBrkr | TA | Typ | NA | NA | NA | NA | NA | Y | WD | Abnorml |
| 1454 | 62.0 | 7500.0 | 0.0 | 410.0 | 0.0 | 811.0 | 1221.0 | 1221.0 | 0.0 | 0.0 | 1221.0 | 1.0 | 0.0 | 2.0 | 0.0 | 2.0 | 1.0 | 6.0 | 0.0 | 2.0 | 400.0 | 0.0 | 113.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 | 185000.0 | 20.0 | 19.0 | 20.000000 | 15.0 | 1-STORY 1946 & NEWER ALL STYLES | FV | Reg | Lvl | Inside | Gtl | Somerst | Norm | Norm | 1Fam | 1Story | Good | Average | Gable | CompShg | VinylSd | VinylSd | NA | Gd | TA | PConc | Gd | TA | No | GLQ | Unf | GasA | Ex | Y | SBrkr | Gd | Typ | NA | Attchd | RFn | TA | TA | Y | WD | Normal |
| 1455 | 62.0 | 7917.0 | 0.0 | 0.0 | 0.0 | 953.0 | 953.0 | 953.0 | 694.0 | 0.0 | 1647.0 | 0.0 | 0.0 | 2.0 | 1.0 | 3.0 | 1.0 | 7.0 | 1.0 | 2.0 | 460.0 | 0.0 | 40.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 175000.0 | 25.0 | 24.0 | 25.000000 | 17.0 | 2-STORY 1946 & NEWER | RL | Reg | Lvl | Inside | Gtl | Gilbert | Norm | Norm | 1Fam | 2Story | Above Average | Average | Gable | CompShg | VinylSd | VinylSd | NA | TA | TA | PConc | Gd | TA | No | Unf | Unf | GasA | Ex | Y | SBrkr | TA | Typ | TA | Attchd | RFn | TA | TA | Y | WD | Normal |
| 1456 | 85.0 | 13175.0 | 119.0 | 790.0 | 163.0 | 589.0 | 1542.0 | 2073.0 | 0.0 | 0.0 | 2073.0 | 1.0 | 0.0 | 2.0 | 0.0 | 3.0 | 1.0 | 7.0 | 2.0 | 2.0 | 500.0 | 349.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 210000.0 | 46.0 | 36.0 | 46.000000 | 14.0 | 1-STORY 1946 & NEWER ALL STYLES | RL | Reg | Lvl | Inside | Gtl | NWAmes | Norm | Norm | 1Fam | 1Story | Above Average | Above Average | Gable | CompShg | Plywood | Plywood | Stone | TA | TA | CBlock | Gd | TA | No | ALQ | Rec | GasA | TA | Y | SBrkr | TA | Min1 | TA | Attchd | Unf | TA | TA | Y | WD | Normal |
| 1458 | 68.0 | 9717.0 | 0.0 | 49.0 | 1029.0 | 0.0 | 1078.0 | 1078.0 | 0.0 | 0.0 | 1078.0 | 1.0 | 0.0 | 1.0 | 0.0 | 2.0 | 1.0 | 5.0 | 0.0 | 1.0 | 240.0 | 366.0 | 0.0 | 112.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 142125.0 | 74.0 | 28.0 | 74.000000 | 14.0 | 1-STORY 1946 & NEWER ALL STYLES | RL | Reg | Lvl | Inside | Gtl | NAmes | Norm | Norm | 1Fam | 1Story | Average | Above Average | Hip | CompShg | MetalSd | MetalSd | NA | TA | TA | CBlock | TA | TA | Mn | GLQ | Rec | GasA | Gd | Y | FuseA | Gd | Typ | NA | Attchd | Unf | TA | TA | Y | WD | Normal |
| 1459 | 75.0 | 9937.0 | 0.0 | 830.0 | 290.0 | 136.0 | 1256.0 | 1256.0 | 0.0 | 0.0 | 1256.0 | 1.0 | 0.0 | 1.0 | 1.0 | 3.0 | 1.0 | 6.0 | 0.0 | 1.0 | 276.0 | 736.0 | 68.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 147500.0 | 59.0 | 59.0 | 59.000000 | 16.0 | 1-STORY 1946 & NEWER ALL STYLES | RL | Reg | Lvl | Inside | Gtl | Edwards | Norm | Norm | 1Fam | 1Story | Average | Above Average | Gable | CompShg | HdBoard | HdBoard | NA | Gd | TA | CBlock | TA | TA | No | BLQ | LwQ | GasA | Gd | Y | SBrkr | TA | Typ | NA | Attchd | Fin | TA | TA | Y | WD | Normal |